{"id":5284,"date":"2026-06-17T09:55:52","date_gmt":"2026-06-17T07:55:52","guid":{"rendered":"https:\/\/www.meltone.com\/the-impact-of-ai-in-finance-how-are-your-architectures-evolving\/"},"modified":"2026-07-22T13:01:24","modified_gmt":"2026-07-22T11:01:24","slug":"the-impact-of-ai-in-finance-how-are-your-architectures-evolving","status":"publish","type":"post","link":"https:\/\/www.meltone.com\/en\/the-impact-of-ai-in-finance-how-are-your-architectures-evolving\/","title":{"rendered":"The Impact of AI in Finance: How Are Your Architectures Evolving?"},"content":{"rendered":"\n\n\n<section    \n        class=\"block-hero block-hero-article theme-dark deco-article align-left\"\n        data-halo\n        data-bg-dark=\"true\"\n        >\n                <div class=\"hero-deco\" aria-hidden=\"true\">\n                                            <svg viewBox=\"0 0 1440 738\" preserveAspectRatio=\"xMidYMid slice\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n  <defs>\n    <radialGradient id=\"articleGlow\" cx=\"0.5\" cy=\"0.5\" r=\"0.5\">\n      <stop stop-color=\"#11163A\"\/>\n      <stop offset=\"1\" stop-color=\"#404672\" stop-opacity=\"0\"\/>\n    <\/radialGradient>\n  <\/defs>\n  <!-- Glow navy centre-droite (Ellipse 57) -->\n  <circle cx=\"1233\" cy=\"615\" r=\"485\" fill=\"url(#articleGlow)\"\/>\n  <!-- Cercle jaune coin bas-droite (Ellipse 101) -->\n  <circle cx=\"1445.5\" cy=\"766.5\" r=\"250.5\" fill=\"#FCFDD5\"\/>\n  <!-- Ruban pastel (Vector 34, pivot\u00e9) -->\n  <g transform=\"translate(1394.08 447.89) rotate(-47.93) translate(-1109.87 -445.02)\">\n    <path d=\"M61.82 28.5275C194.533 316.12 578.292 46.9245 653.141 382.104C654.417 535.861 589.028 689.62 708.744 764.513C856.261 845.08 975.976 736.712 1020.8 616.429C1065.62 496.146 1153.49 283.658 1327.58 313.766C1503.1 344.122 1514.25 624.794 1765.03 775.716C1879.9 844.848 2032.71 839.997 2180.79 736.735\" stroke=\"#CED9FA\" stroke-width=\"136.17\"\/>\n  <\/g>\n<\/svg>\n\n                    <\/div>\n    \n    <span class=\"halo\"><\/span>\n    <div class=\"container\">\n                                <div class=\"breadcrumb\">\n            <ul class=\"breadcrumb-list\">\n                <li class=\"breadcrumb-list_item\">\n                    <a href=\"https:\/\/www.meltone.com\/en\/\">Accueil<\/a>\n                <\/li>\n\n                                                        \n                                                                                                                                                                                                                                                                                                \n                                                                                                    \n                                        <li class=\"breadcrumb-list_item\"><\/li>\n                            <\/ul>\n        <\/div>\n    \n                <div class=\"grid\">\n            <div class=\"grid_content\">\n                                \n                                \n                                        \n                        \n                    \n            <h1\n        class=\"title title-hero\"\n                        >The Impact of AI in Finance: How Are Your Architectures Evolving?<\/h1>\n    \n                                                                \n                                    \n                \n        <div class=\"editor\"\n        >\n        The impact of AI in Finance on your architecture: AI is integrated through successive layers in each brick, without revolution, through progressive enrichment. The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance [\u2026]  \n        <\/div>\n    \n                                                    <span class=\"block-hero-article_tag\">Opinion<\/span>\n                                                    <div class=\"block-hero-article_meta\">\n                                                    <span class=\"author-by\">\n                                R\u00e9dig\u00e9 par\n                                                                    <a class=\"author\" href=\"https:\/\/www.meltone.com\/en\/author\/agence2web\/\">agence2web<\/a>\n                                                            <\/span>\n                                                <span class=\"date\">17 June 2026<\/span>                    <\/div>\n                            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><p>The impact of AI in Finance is not limited to a few new features in your software. It is a deep transformation, brick by brick, and then in their interactions. <\/p>\n<p>Yet, the subject remains difficult to interpret. Vendors each communicate within their own scope. Without a global perspective, it feels like everyone is doing the same thing. This article offers exactly that perspective: less detail, more overall vision.   <\/p>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n    \n<section    \n        class=\"block-content block-content-image content-image--variation-4 align-left\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >What is our playing field?<\/h2>\n    \n                                            \n                                    \n                \n        <div class=\"editor\"\n        >\n        <p>&nbsp;<\/p>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The Finance architecture is built around 3 main bricks: ERP (transactional system), EPM (performance management), and the Data Platform \/ Modern Data Stack. These bricks exchange data with each other. Historically, AI was outsourced because it was too specific. To simplify, the Finance scope rests on 3 main bricks:  <\/div>\n<ul>\n<li>ERP: the heart of the reactor and all other operational and transactional systems: HRIS, CRM, Treasury, accounting ERP&#8230;<\/li>\n<li>EPM: the steering cockpit. It receives data from the ERP, aggregates it, and produces a macro vision: Management Reporting, Statutory Consolidation, Financial Planning &#038; Analysis<em>, <\/em>planning<em>&#8230; <\/em>  <\/li>\n<li><em>Data Platform \/ Modern Data Stack + BI<\/em>: the technical brick that centralizes and harmonizes all your sources for detailed and cross-referenced analyses.<\/li>\n<\/ul>\n<p>These bricks exchange data with each other. Historically, AI and Data Science remained outsourced: too technical, too specific. <\/p>\n<p>This is no longer the case.<\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <div class=\"grid_image\">\n                <div class=\"panel\">\n                    <div class=\"panel_deco panel_deco--back\" aria-hidden=\"true\">\n                        <svg viewBox=\"0 0 713 859\" preserveAspectRatio=\"xMidYMid meet\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><defs><radialGradient id=\"cibgb-paint0_radial_0_1\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(542.5 704.5) rotate(90) scale(432.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient><\/defs><circle id=\"Ellipse 56\" cx=\"542.5\" cy=\"704.5\" r=\"432.5\" fill=\"url(#cibgb-paint0_radial_0_1)\"\/><\/svg>\n\n                    <\/div>\n                                            <div class=\"panel_media\">\n                                        \n                                                                                                                                            \n                <picture >\n\n                                        <source media=\"(min-width: 1024px)\" srcset=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-1200x0-c-default.png 1x, https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-2400x0-c-default.png 2x\">\n\n                                        <source media=\"(min-width: 768px)\" srcset=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-800x0-c-default.png 1x, https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-1600x0-c-default.png 2x\">\n\n                                        <img src=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-400x0-c-default.png\"\n                         srcset=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-400x0-c-default.png 1x, https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-5-1024x460-2-800x0-c-default.png 2x\"                         alt=\"Image 5 1024x460\"\n                          width=\"1024\"                           height=\"460\"                                                                                loading=\"lazy\" decoding=\"async\"\n                                             >\n                <\/picture>\n                        \n                        <\/div>\n                                                        <\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-content block-content-4-meltone\"\n        >\n    <div class=\"block-content-4-meltone_deco\" aria-hidden=\"true\">\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--left\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowLeft)\"\/>\n<defs>\n<radialGradient id=\"content4GlowLeft\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#9DD5D5\"\/>\n<stop offset=\"1\" stop-color=\"#9DD5D5\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--right\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowRight)\"\/>\n<defs>\n<radialGradient id=\"content4GlowRight\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_title\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >The Impact of AI in Finance in the ERP: An Evolution by Layers<\/h2>\n    \n            <\/div>\n                            <div class=\"grid_content\">\n                                                \n                                    \n                \n        <div class=\"editor\"\n        >\n        <p>Important point: AI does not revolutionize the ERP. It enriches it through successive layers, based on the historical core. This is consistent: what we look for in an ERP is process, rigor, and governance. We don&#8217;t overturn that.   <\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-73692\" src=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-10-1024x410-1.png\" alt=\"the impact of AI in Finance ERP Diagram \" width=\"1024\" height=\"410\"><\/figure>\n\n        <\/div>\n    \n                <\/div>\n                                            <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-listing block-listing-1-meltone is-carousel\"\n        >\n    <div class=\"block-listing-1-meltone_glow\" aria-hidden=\"true\">\n        <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 1545 1093\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"listing1-glow\">\n<ellipse cx=\"1116.5\" cy=\"427\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowA)\"\/>\n<ellipse cx=\"428.5\" cy=\"666\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowB)\"\/>\n<\/g>\n<defs>\n<radialGradient id=\"listing1GlowA\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(1116.5 427) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<radialGradient id=\"listing1GlowB\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(428.5 666) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_head\">\n                <div class=\"grid_title\">\n                                    \n                                \n                                        \n                        \n                    \n    \n                <\/div>\n                                <div class=\"grid_nav\">\n                                <div class=\"swiper-navigation swiper-navigation--dark\">\n        <div class=\"swiper-prev\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n                <div class=\"swiper-next\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n    <\/div>\n\n                <\/div>\n            <\/div>\n                            <div class=\"grid_content\">\n                    <div class=\"swiper swiperListingMeltone\">\n                        <div class=\"swiper-wrapper\">\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 1: Specific AI Modules<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>The oldest. Arrived long before generative AI, based on Machine Learning, Deep Learning, and OCR*. Well-established, they handle specific cases:  <\/p>\n<ul>\n<li>Anomaly detection (deviation from history)<\/li>\n<li>Automated accounting reconciliation*<\/li>\n<li>Automation of the payment chain, from reception to exception management<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 2: Basic Conversational Agents<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>The gateway for all vendors into generative AI. Simple but already useful tasks: <\/p>\n<ul>\n<li>Access to documentation in natural language<\/li>\n<li>Navigation assistance<\/li>\n<li>Entry of simple transactions via chat<\/li>\n<li>Generation of pre-formatted narrative summaries<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 3: Advanced Autonomous Agents<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>This is where the impact of AI in Finance becomes truly tangible. We move from questions\/answers to autonomy and proactivity: <\/p>\n<ul>\n<li>Analysis of process anomalies and remediation proposals<\/li>\n<li>Provisions assistant that automatically pushes proposals<\/li>\n<li>Treasury assistant that alerts and suggests movements<\/li>\n<li>Analysis of payment anomalies and processing assistance<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n<p>It is this layer that is enriching the fastest, and which carries the full promise of productivity.<\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 4: Connection to Your Other Applications<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>Vendors are making MCP (Model Context Protocol*) servers available. Simply put: your corporate conversational agent (Claude, Mistral, Copilot&#8230;) can now query your ERP in natural language, without specific development. A huge time saver.  <\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                                <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The impact of AI in Finance on your architecture: AI is integrated through successive layers in each brick, without revolution, through progressive enrichment. The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance remain the essential foundation. The data platform emerges as a natural candidate for the role of control tower for the Finance architecture. The impact of AI in Finance in the ERP: an evolution by layers   <\/div>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">AI in the ERP does not revolutionize historical operations. It enriches it through successive layers: specific AI modules, conversational agents, autonomous agents, then MCP connection to the outside. <\/div>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>\ud83d\udca1<strong> Key takeaway:<\/strong><br \/>\nAI in the ERP does not revolutionize historical operations. It enriches it through successive layers: specific AI modules, conversational agents, autonomous agents, then MCP connection to the outside. <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section    \n        class=\"block-content block-content-4-meltone\"\n        >\n    <div class=\"block-content-4-meltone_deco\" aria-hidden=\"true\">\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--left\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowLeft)\"\/>\n<defs>\n<radialGradient id=\"content4GlowLeft\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#9DD5D5\"\/>\n<stop offset=\"1\" stop-color=\"#9DD5D5\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--right\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowRight)\"\/>\n<defs>\n<radialGradient id=\"content4GlowRight\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_title\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >The Impact of AI in Finance in the ERP: An Evolution by Layers<\/h2>\n    \n            <\/div>\n                            <div class=\"grid_content\">\n                                                \n                                    \n                \n        <div class=\"editor\"\n        >\n        <h2>The Impact of AI in Finance in the EPM: Faster, More Flexible<\/h2>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">AI in the EPM follows the same layered logic as the ERP, but with higher velocity. The EPM is not the backbone of the company: developments there are faster and more in the hands of the business users. <\/div>\n<p>The layered logic is identical to the ERP. The difference: the EPM is not the backbone of the company. It is the steering cockpit; more flexible and more in the hands of the business users. Developments therefore arrive there faster.   <\/p>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-73695\" src=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-11-1024x410-1.png\" alt=\"the impact of AI in Finance EPM Diagram \" width=\"1024\" height=\"410\"><\/figure>\n<h3><\/h3>\n<figure class=\"wp-block-image size-large\"><\/figure>\n\n        <\/div>\n    \n                <\/div>\n                                            <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-listing block-listing-1-meltone is-carousel\"\n        >\n    <div class=\"block-listing-1-meltone_glow\" aria-hidden=\"true\">\n        <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 1545 1093\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"listing1-glow\">\n<ellipse cx=\"1116.5\" cy=\"427\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowA)\"\/>\n<ellipse cx=\"428.5\" cy=\"666\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowB)\"\/>\n<\/g>\n<defs>\n<radialGradient id=\"listing1GlowA\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(1116.5 427) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<radialGradient id=\"listing1GlowB\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(428.5 666) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_head\">\n                <div class=\"grid_title\">\n                                    \n                                \n                                        \n                        \n                    \n    \n                <\/div>\n                                <div class=\"grid_nav\">\n                                <div class=\"swiper-navigation swiper-navigation--dark\">\n        <div class=\"swiper-prev\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n                <div class=\"swiper-next\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n    <\/div>\n\n                <\/div>\n            <\/div>\n                            <div class=\"grid_content\">\n                    <div class=\"swiper swiperListingMeltone\">\n                        <div class=\"swiper-wrapper\">\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 1: Specific AI Modules<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>Present for several years, they address the fundamentals:<\/p>\n<ul>\n<li>Input data quality management<\/li>\n<li>Anomaly detection on historical trends<\/li>\n<li>Prediction algorithms for scenarios<\/li>\n<li>Automapping* of accounts for reconciliation and consolidation<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n<p>They are reliable but dependent on the quality and quantity of the available history.<\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 2: Basic Conversational Agents<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>Same approach as the ERP: facilitating onboarding and the daily life of users.<\/p>\n<ul>\n<li>Navigation and asset search<\/li>\n<li>Documentation querying<\/li>\n<li>Simple questions about figures<\/li>\n<li>Narrative description of a reporting status<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 3: Advanced Autonomous Agents<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>This is where the EPM truly extends its scope. Previously, it stopped at building and displaying figures. Now, agents accompany you right into the Management Reporting meeting:  <\/p>\n<ul>\n<li>Interactive assistant with business background: perspective, proposals, warnings autonomously<\/li>\n<li>Analyst assistant: produces the desired analysis, according to your protocol and vocabulary, in table or narrative format<\/li>\n<li>Proactive assistant to identify causes and remediation scenarios<\/li>\n<li>Interco* reconciliation assistant<\/li>\n<li>Modeling assistant to evolve the EPM application itself<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 4: Connection to Your Other Applications<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>EPMs also expose their MCP* server. They can be queried and controlled from the outside, by your corporate conversational agent or other applications. <\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                                <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><p>\ud83d\udca1 To go further on these EPM use cases: <a href=\"https:\/\/www.meltone.com\/en\/ai-agent-in-epm-6-concrete-use-cases-for-your-teams\/\" target=\"_blank\" rel=\"noreferrer noopener\">Finance AI Agents: 6 Concrete Use Cases<\/a> by <a href=\"https:\/\/www.linkedin.com\/in\/stephane-portier\/\" target=\"_blank\" rel=\"noreferrer noopener\">St\u00e9phane Portier<\/a>, Head of Innovation at MeltOne.<\/p>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The impact of AI in Finance on your architecture: AI is integrated through successive layers in each brick, without revolution, through progressive enrichment. The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance remain the essential foundation. The data platform emerges as a natural candidate for the role of control tower for the Finance architecture. The impact of AI in Finance in the ERP: an evolution by layers   <\/div>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">AI in the ERP does not revolutionize historical operations. It enriches it through successive layers: specific AI modules, conversational agents, autonomous agents, then MCP connection to the outside. <\/div>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>\ud83d\udca1 <strong>Key takeaway<\/strong>:<br \/>\nThe EPM becomes a true steering assistant, not just a reporting tool.<br \/>\nAI in the EPM follows the same layered logic as the ERP, but with higher velocity. The EPM is not the backbone of the company: developments there are faster and more in the hands of the business users. <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section    \n        class=\"block-content block-content-4-meltone\"\n        >\n    <div class=\"block-content-4-meltone_deco\" aria-hidden=\"true\">\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--left\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowLeft)\"\/>\n<defs>\n<radialGradient id=\"content4GlowLeft\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#9DD5D5\"\/>\n<stop offset=\"1\" stop-color=\"#9DD5D5\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--right\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowRight)\"\/>\n<defs>\n<radialGradient id=\"content4GlowRight\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_title\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >The Impact of AI in Finance in the Data Platform: The Brick That Accelerates the Most<\/h2>\n    \n            <\/div>\n                            <div class=\"grid_content\">\n                                                \n                                    \n                \n        <div class=\"editor\"\n        >\n        <p>This brick is historically the most technical. And yet, it is the one evolving the fastest under the impulse of AI. The goal: reduce dependence on IT and give Finance teams true autonomy over their data.  <\/p>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The Modern Data Stack is enriched with 3 AI layers: management and discovery of business context, autonomous AI agents for Finance, and the creation of complete business applications on demand. It becomes a candidate for the role of Finance control tower. This brick is historically the most technical. And yet, it is the one evolving the fastest under the impulse of AI. The goal: reduce dependence on IT and give Finance teams true autonomy over their data.   <\/div>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-73698\" src=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-12-1024x416-1.png\" alt=\"the impact of AI in Finance Modern Data Stack Diagram \" width=\"1024\" height=\"416\"><\/figure>\n<h3><\/h3>\n\n        <\/div>\n    \n                <\/div>\n                                            <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-listing block-listing-1-meltone is-carousel\"\n        >\n    <div class=\"block-listing-1-meltone_glow\" aria-hidden=\"true\">\n        <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 1545 1093\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"listing1-glow\">\n<ellipse cx=\"1116.5\" cy=\"427\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowA)\"\/>\n<ellipse cx=\"428.5\" cy=\"666\" rx=\"428.5\" ry=\"427\" fill=\"url(#listing1GlowB)\"\/>\n<\/g>\n<defs>\n<radialGradient id=\"listing1GlowA\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(1116.5 427) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<radialGradient id=\"listing1GlowB\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(428.5 666) rotate(90) scale(427 428.5)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_head\">\n                <div class=\"grid_title\">\n                                    \n                                \n                                        \n                        \n                    \n    \n                <\/div>\n                                <div class=\"grid_nav\">\n                                <div class=\"swiper-navigation swiper-navigation--dark\">\n        <div class=\"swiper-prev\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n                <div class=\"swiper-next\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n    <\/div>\n\n                <\/div>\n            <\/div>\n                            <div class=\"grid_content\">\n                    <div class=\"swiper swiperListingMeltone\">\n                        <div class=\"swiper-wrapper\">\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 1: Management and Discovery of Business Context<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>These platforms were first enriched with modules capable of autonomously understanding all Finance business data: PDFs, images, Word documents, standards, management rules, specific vocabulary, databases&#8230;<\/p>\n<p>A concrete example: is the management rule in the database consistent with the Management Control Word bible, itself aligned with the official PDF standard? The agent can now extract and compare this information. <\/p>\n<p>Important nuance: it&#8217;s not magic. It&#8217;s promising, the progress is real, but the robustness is not yet perfect. <\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 2: Autonomous AI Agents for Finance<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>A second layer builds on the first. The promise: reduce implementation complexity. On the EPM, adding a report is simple. On a data platform, it often meant launching a mini-project. These agents aim to change that:    <\/p>\n<ul>\n<li>Conversational agent on detailed accounting data<\/li>\n<li>Data quality and source inconsistency analyst<\/li>\n<li>Customized reporting generation agent<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n<p>Again, real potential, but governance and support remain essential to benefit from it with confidence.<\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 3: On-Demand Finance Applications<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>The most ambitious layer. These platforms now offer agents capable of creating complete business applications very quickly: <\/p>\n<ul>\n<li>Controlling Assistant: extracts, processes, communicates, alerts, produces reports<\/li>\n<li>Closing Assistant: accelerates and secures the process<\/li>\n<li>Standard &#038; Compliance Assistant: cross-references documentation and actually implemented rules<\/li>\n<li>Internal Finance FAQ Assistant with access to main systems<\/li>\n<li>&#8230;<\/li>\n<\/ul>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >Layer 4: Connection to Your Other Applications<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>Like the other bricks, the Modern Data Stack exposes its MCP server to interact with its environment.<\/p>\n\n        <\/div>\n    \n                                        <\/div>\n                                    <\/article>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                                <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The impact of AI in Finance on your architecture: AI is integrated through successive layers in each brick, without revolution, through progressive enrichment. The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance remain the essential foundation. The data platform emerges as a natural candidate for the role of control tower for the Finance architecture. The impact of AI in Finance in the ERP: an evolution by layers   <\/div>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">AI in the ERP does not revolutionize historical operations. It enriches it through successive layers: specific AI modules, conversational agents, autonomous agents, then MCP connection to the outside. <\/div>\n<figure class=\"wp-block-table\"><\/figure>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>\ud83d\udca1<strong> Key takeaway:<\/strong><br \/>\nThe Modern Data Stack is enriched with 3 AI layers: management and discovery of business context, autonomous AI agents for Finance, and the creation of complete business applications on demand. It becomes a candidate for the role of Finance control tower. <\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section    \n        class=\"block-content block-content-4-meltone\"\n        >\n    <div class=\"block-content-4-meltone_deco\" aria-hidden=\"true\">\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--left\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowLeft)\"\/>\n<defs>\n<radialGradient id=\"content4GlowLeft\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#9DD5D5\"\/>\n<stop offset=\"1\" stop-color=\"#9DD5D5\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n        <div class=\"block-content-4-meltone_glow block-content-4-meltone_glow--right\">\n            <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 970 970\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<circle cx=\"485\" cy=\"485\" r=\"485\" fill=\"url(#content4GlowRight)\"\/>\n<defs>\n<radialGradient id=\"content4GlowRight\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(485 485) rotate(90) scale(485)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n        <\/div>\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_title\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >What New Finance Architecture Does AI Bring Us?<\/h2>\n    \n            <\/div>\n                            <div class=\"grid_content\">\n                                                \n                                    \n                \n        <div class=\"editor\"\n        >\n        <h2><\/h2>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The impact of AI in Finance on the overall architecture manifests in 3 points: improved communication between applications via MCP, maintained importance of data quality and governance, and the persistence of an inter-application No Man&#8217;s Land that the data platform can help address. Beyond the evolution of each brick, let&#8217;s see what their combination actually brings in terms of AI impact in Finance.<\/div>\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-73701\" src=\"https:\/\/www.meltone.com\/wp-content\/uploads\/2026\/07\/image-13-1024x590-1.png\" alt=\"\" width=\"1024\" height=\"590\"><\/figure>\n\n        <\/div>\n    \n                <\/div>\n                                            <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-listing block-listing-3-meltone is-static\"\n        >\n    <div class=\"block-listing-3-meltone_deco\" aria-hidden=\"true\">\n        <svg preserveAspectRatio=\"none\" width=\"100%\" height=\"100%\" overflow=\"visible\" viewBox=\"0 0 1440 896\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n<g id=\"listing3-deco\">\n<g transform=\"translate(1374.30 516.52) rotate(135.77) scale(1 -1) translate(-147.81 -147.81)\">\n<path d=\"M295.62 295.62C295.62 295.62 163.267 295.62 0.00115245 295.62C0.00115245 132.354 0 0 0 0C163.266 0 295.62 132.354 295.62 295.62Z\" fill=\"#9DD5D5\"\/>\n<\/g>\n<g transform=\"translate(-154.84 625.29) rotate(175.04) scale(0.876 0.905) translate(-349.5 -552.06)\">\n<path d=\"M490.629 52.3639C180.108 186.874 -55.8918 558.409 103.573 660.574C243.033 749.921 491.159 636.844 579.833 551.803C691.514 444.698 654.91 330.416 530.048 359.901C387.578 393.544 248.471 577.054 237.206 839.268C226.498 1088.51 463.222 968.525 637.798 774.562C641.376 770.588 648.324 775.163 645.893 779.926C608.135 853.903 537.488 996.6 530.048 1051.76\" stroke=\"#9DD5D5\" stroke-width=\"104.701\" stroke-linecap=\"round\"\/>\n<\/g>\n<circle cx=\"311.5\" cy=\"573.5\" r=\"251.5\" fill=\"#CED9FA\"\/>\n<circle cx=\"439\" cy=\"522\" r=\"332\" fill=\"url(#listing3GlowA)\"\/>\n<ellipse cx=\"1607.5\" cy=\"206.5\" rx=\"268.5\" ry=\"269.5\" fill=\"#CED9FA\"\/>\n<\/g>\n<defs>\n<radialGradient id=\"listing3GlowA\" cx=\"0\" cy=\"0\" r=\"1\" gradientUnits=\"userSpaceOnUse\" gradientTransform=\"translate(439 522) rotate(90) scale(332)\">\n<stop stop-color=\"#CED9FA\"\/>\n<stop offset=\"1\" stop-color=\"#CED9FA\" stop-opacity=\"0\"\/>\n<\/radialGradient>\n<\/defs>\n<\/svg>\n\n    <\/div>\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_head\">\n                <div class=\"grid_title\">\n                                    \n                                \n                                        \n                        \n                    \n    \n                <\/div>\n                <div class=\"grid_nav\">\n                                <div class=\"swiper-navigation swiper-navigation--dark\">\n        <div class=\"swiper-prev\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n                <div class=\"swiper-next\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 12 8\" fill=\"none\">\n<path d=\"M11.3549 4.02215C11.5494 3.82617 11.5482 3.50959 11.3522 3.31505L8.15841 0.144959C7.96242 -0.0495739 7.64584 -0.0483934 7.45131 0.147595C7.25677 0.343584 7.25795 0.660165 7.45394 0.854697L10.2929 3.67256L7.47504 6.51151C7.2805 6.7075 7.28168 7.02408 7.47767 7.21861C7.67366 7.41315 7.99024 7.41197 8.18477 7.21598L11.3549 4.02215ZM0 3.71094L0.00186433 4.21093L11.0019 4.16992L11 3.66992L10.9981 3.16993L-0.00186433 3.21094L0 3.71094Z\" fill=\"currentColor\"\/>\n<\/svg>\n<\/div>\n    <\/div>\n\n                <\/div>\n            <\/div>\n                            <div class=\"grid_content\">\n                    <div class=\"swiper swiperListing3Meltone\">\n                        <div class=\"swiper-wrapper\">\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >1. Communication between your applications is improving<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>Application silos are the daily constraint of Finance departments: delays, costs, errors. Communication via MCP is not anecdotal: it changes daily life. <\/p>\n<p>A concrete example with a cross-functional agent for your department. In a single chat: <\/p>\n<ul>\n<li>You ask for the largest variances compared to the Forecast<\/li>\n<li>The agent identifies that the answer is in the EPM, and points to the failing Cost Center<\/li>\n<li>You ask for the details of the largest corresponding invoices<\/li>\n<li>The agent identifies that this detail is in the data platform and retrieves the correct information<\/li>\n<li>You look for who validated these invoices<\/li>\n<li>The agent looks in the ERP<\/li>\n<li>You exchange with the right people to understand and act<\/li>\n<\/ul>\n<p>A centralized and governed Data Warehouse could have given this result. But this is rarely the case across the entire Finance scope. MCP can only partially compensate.  <\/p>\n\n        <\/div>\n    \n                                                                                    <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >2. Data quality and governance remain key<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>AI does not erase data problems, it amplifies them. If a customer master file or revenue calculation differs from one application to another, the AI&#8217;s response will be inconsistent. <\/p>\n<p>Data quality, master data unification, synchronization of business rules, governance: these fundamentals remain as critical in the AI world as in the old one. Preparing this foundation always makes sense for you, and for the AI that will navigate your repositories. <\/p>\n\n        <\/div>\n    \n                                                                                    <\/div>\n                                    <\/article>\n                                <\/div>\n                                                            <div class=\"swiper-slide\">\n                                    <article class=\"card card-listing\">\n                                                                                <div class=\"card-listing_body\">\n                                                                                                            \n                                \n                                        \n                                \n                    \n            <h3\n        class=\"subtitle\"\n                        >3. Inter-application remains a No Man&#8217;s Land<\/h3>\n    \n                                                                                                                    \n                                    \n                \n        <div class=\"editor card-listing_text\"\n                                                        >\n        <p>AI enriches each brick. But many Finance processes still live outside these bricks, whether in Excel files, legacy applications, or manual processes. And making these bricks communicate remains complex. We would like, following a variance detection in the EPM compared to a Forecast, for an agent to go study the detail in the data platform or the ERP to report contextual information or even the cause of the anomaly. We would also like, when it is simple and under control, for this to automatically trigger corrective actions. And we would like all of this to have finally been completed even before displaying our dashboards. But here we fall into an inter-application space. This is why it is both a No Man&#8217;s Land but also a gold mine for truly revolutionizing our processes of tomorrow.       <\/p>\n\n        <\/div>\n    \n                                                                                    <\/div>\n                                    <\/article>\n                                <\/div>\n                                                    <\/div>\n                    <\/div>\n                <\/div>\n                                <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><h4>Different options are emerging to address this No Man&#8217;s Land:<\/h4>\n<ul>\n<li><strong>Market agentic platforms<\/strong>: promise of simplicity and fast time-to-value, but this adds a new application<\/li>\n<li><strong>Corporate conversational agents<\/strong> (Claude, ChatGPT, Mistral, Copilot, Gemini): some entrust them with this gateway role<\/li>\n<li><strong>The data platform<\/strong>: natural candidate. It already stores your main data, has been enriched with all the necessary agentic modules, and can orchestrate flows between your applications. It is relevant to see it as the <strong>future control tower of Finance.<\/strong>  <\/li>\n<\/ul>\n<p>Be careful, however, of a frequent pitfall: believing that the data platform can replace everything. Finance applications provide a structuring architecture, robustness, and governance that we look for in our professions. It orchestrates, it completes, it corrects, but it does not replace.  <\/p>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">The impact of AI in Finance on your architecture: AI is integrated through successive layers in each brick, without revolution, through progressive enrichment. The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance remain the essential foundation. The data platform emerges as a natural candidate for the role of control tower for the Finance architecture. The impact of AI in Finance in the ERP: an evolution by layers   <\/div>\n<div style=\"position: absolute; left: -9999px; top: -9999px; width: 0; height: 0; overflow: hidden; opacity: 0;\">AI in the ERP does not revolutionize historical operations. It enriches it through successive layers: specific AI modules, conversational agents, autonomous agents, then MCP connection to the outside. <\/div>\n<figure class=\"wp-block-table\"><\/figure>\n<p>&nbsp;<\/p>\n<figure class=\"wp-block-table\">\n<table>\n<tbody>\n<tr>\n<td>\ud83d\udca1 <strong>Key takeaway<\/strong>:<br \/>\nThe impact of AI in Finance on the overall architecture manifests in 3 points: improved communication between applications via MCP, maintained importance of data quality and governance, and the persistence of an inter-application No Man&#8217;s Land that the data platform can help address.<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/figure>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<div class=\"wp-block-leadin-hubspot-form-block\">\n<p><script>\n\t\t\t\t\t\twindow.hsFormsOnReady = window.hsFormsOnReady || [];\n\t\t\t\t\t\twindow.hsFormsOnReady.push(()=>{\n\t\t\t\t\t\t\thbspt.forms.create({\n\t\t\t\t\t\t\t\tportalId: 25470754,\n\t\t\t\t\t\t\t\tformId: \"a30b0e20-86b1-4d67-a42f-c5c82dca4d57\",\n\t\t\t\t\t\t\t\ttarget: \"#hbspt-form-1782995078000-5474105252\",\n\t\t\t\t\t\t\t\tregion: \"eu1\",<\/p>\n<p>\t\t\t\t\t\t})});\n\t\t\t\t\t<\/script><\/p>\n<div id=\"hbspt-form-1782995078000-5474105252\" class=\"hbspt-form\"><\/div>\n<\/div>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section    \n        class=\"block-content block-content-text-meltone\"\n                >\n                <div class=\"block-content-text-meltone_deco\" aria-hidden=\"true\">\n            <span class=\"deco deco--circle\"><svg viewBox=\"0 0 361 361\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n    <circle cx=\"180.5\" cy=\"180.5\" r=\"180.5\" fill=\"#404672\"\/>\n<\/svg>\n<\/span>\n            <span class=\"deco deco--arabesque\"><svg viewBox=\"0 0 699 1104.12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" aria-hidden=\"true\" focusable=\"false\">\n    <path d=\"M490.629 52.3639C180.108 186.874 -55.8918 558.409 103.573 660.574C243.033 749.921 491.159 636.844 579.833 551.803C691.514 444.698 654.91 330.416 530.048 359.901C387.578 393.544 248.471 577.054 237.206 839.268C226.498 1088.51 463.222 968.525 637.798 774.562C641.376 770.588 648.324 775.163 645.893 779.926C608.135 853.903 537.488 996.6 530.048 1051.76\" stroke=\"#CED9FA\" stroke-width=\"104.701\" stroke-linecap=\"round\"\/>\n<\/svg>\n<\/span>\n        <\/div>\n            <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                                                    \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >In summary: the impact of AI in Finance on your architecture<\/h2>\n    \n                                                            \n                                    \n                \n        <div class=\"editor\"\n        >\n        <ul>\n<li>AI is integrated through successive layers in each brick, without revolution, through progressive enrichment<\/li>\n<li>The autonomous agents layer is the one that carries the true productive value and is enriching the fastest<\/li>\n<li>MCP improves communication between applications without specific development<\/li>\n<li>Data quality and governance remain the essential foundation<\/li>\n<li>The data platform emerges as a natural candidate for the role of control tower for the Finance architecture<\/li>\n<\/ul>\n\n        <\/div>\n    \n            <\/div>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n\n<section    \n        class=\"block-faq block-faq-1-meltone accordion-root\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_title\">\n                                \n                                \n                                        \n                        \n                    \n            <h2\n        class=\"title title-section\"\n                        >FAQ<\/h2>\n    \n            <\/div>\n                            <div class=\"grid_content\">\n                                            <div class=\"accordion-item\">\n                            <div class=\"accordion-item_header\">\n                                <h3 class=\"question\">\n                                    <button class=\"question_btn\"\n                                            type=\"button\"\n                                            aria-expanded=\"false\"\n                                            aria-controls=\"faq-ans-block_a39a890578da90fec0092064981e5992-1\"\n                                            id=\"faq-q-block_a39a890578da90fec0092064981e5992-1\">\n                                        <span class=\"question_num\">1.<\/span>\n                                        <span class=\"question_label\">What is the impact of AI on Finance architecture?<\/span>\n                                    <\/button>\n                                <\/h3>\n                                <div class=\"icon\" aria-hidden=\"true\">\n                                    <svg width=\"8\" height=\"12\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M3.34113 11.3549C3.53712 11.5494 3.8537 11.5482 4.04823 11.3522L7.21832 8.15841C7.41285 7.96242 7.41167 7.64584 7.21569 7.45131C7.0197 7.25677 6.70312 7.25796 6.50858 7.45394L3.69072 10.2929L0.851769 7.47504C0.65578 7.2805 0.3392 7.28168 0.144667 7.47767C-0.0498658 7.67366 -0.0486854 7.99024 0.147304 8.18477L3.34113 11.3549ZM3.65234 0L3.15235 0.00186431L3.19336 11.0019L3.69336 11L4.19336 10.9981L4.15234 -0.00186431L3.65234 0Z\" fill=\"white\"\/>\n                                    <\/svg>\n                                <\/div>\n                            <\/div>\n                            <div class=\"accordion-item_content\"\n                                 id=\"faq-ans-block_a39a890578da90fec0092064981e5992-1\"\n                                 role=\"region\"\n                                 aria-labelledby=\"faq-q-block_a39a890578da90fec0092064981e5992-1\">\n                                                            \n                                    \n                \n        <div class=\"editor answer\"\n                                                        >\n        <p>The impact of AI in Finance manifests in layers within each brick (ERP, EPM, data platform). It improves communication between applications via MCP servers and extends analysis and automation capabilities. It does not replace existing architectures: it augments them.  <\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <\/div>\n                                            <div class=\"accordion-item\">\n                            <div class=\"accordion-item_header\">\n                                <h3 class=\"question\">\n                                    <button class=\"question_btn\"\n                                            type=\"button\"\n                                            aria-expanded=\"false\"\n                                            aria-controls=\"faq-ans-block_a39a890578da90fec0092064981e5992-2\"\n                                            id=\"faq-q-block_a39a890578da90fec0092064981e5992-2\">\n                                        <span class=\"question_num\">2.<\/span>\n                                        <span class=\"question_label\">What is an MCP server in Finance?<\/span>\n                                    <\/button>\n                                <\/h3>\n                                <div class=\"icon\" aria-hidden=\"true\">\n                                    <svg width=\"8\" height=\"12\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M3.34113 11.3549C3.53712 11.5494 3.8537 11.5482 4.04823 11.3522L7.21832 8.15841C7.41285 7.96242 7.41167 7.64584 7.21569 7.45131C7.0197 7.25677 6.70312 7.25796 6.50858 7.45394L3.69072 10.2929L0.851769 7.47504C0.65578 7.2805 0.3392 7.28168 0.144667 7.47767C-0.0498658 7.67366 -0.0486854 7.99024 0.147304 8.18477L3.34113 11.3549ZM3.65234 0L3.15235 0.00186431L3.19336 11.0019L3.69336 11L4.19336 10.9981L4.15234 -0.00186431L3.65234 0Z\" fill=\"white\"\/>\n                                    <\/svg>\n                                <\/div>\n                            <\/div>\n                            <div class=\"accordion-item_content\"\n                                 id=\"faq-ans-block_a39a890578da90fec0092064981e5992-2\"\n                                 role=\"region\"\n                                 aria-labelledby=\"faq-q-block_a39a890578da90fec0092064981e5992-2\">\n                                                            \n                                    \n                \n        <div class=\"editor answer\"\n                                                        >\n        <p>An MCP (Model Context Protocol) server allows a corporate conversational agent (Claude, Mistral, Copilot&#8230;) to query a Finance application in natural language, without specific development. ERP, EPM, and data platforms today expose their own MCP servers. <\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <\/div>\n                                            <div class=\"accordion-item\">\n                            <div class=\"accordion-item_header\">\n                                <h3 class=\"question\">\n                                    <button class=\"question_btn\"\n                                            type=\"button\"\n                                            aria-expanded=\"false\"\n                                            aria-controls=\"faq-ans-block_a39a890578da90fec0092064981e5992-3\"\n                                            id=\"faq-q-block_a39a890578da90fec0092064981e5992-3\">\n                                        <span class=\"question_num\">3.<\/span>\n                                        <span class=\"question_label\">Will AI replace ERP or EPM?<\/span>\n                                    <\/button>\n                                <\/h3>\n                                <div class=\"icon\" aria-hidden=\"true\">\n                                    <svg width=\"8\" height=\"12\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M3.34113 11.3549C3.53712 11.5494 3.8537 11.5482 4.04823 11.3522L7.21832 8.15841C7.41285 7.96242 7.41167 7.64584 7.21569 7.45131C7.0197 7.25677 6.70312 7.25796 6.50858 7.45394L3.69072 10.2929L0.851769 7.47504C0.65578 7.2805 0.3392 7.28168 0.144667 7.47767C-0.0498658 7.67366 -0.0486854 7.99024 0.147304 8.18477L3.34113 11.3549ZM3.65234 0L3.15235 0.00186431L3.19336 11.0019L3.69336 11L4.19336 10.9981L4.15234 -0.00186431L3.65234 0Z\" fill=\"white\"\/>\n                                    <\/svg>\n                                <\/div>\n                            <\/div>\n                            <div class=\"accordion-item_content\"\n                                 id=\"faq-ans-block_a39a890578da90fec0092064981e5992-3\"\n                                 role=\"region\"\n                                 aria-labelledby=\"faq-q-block_a39a890578da90fec0092064981e5992-3\">\n                                                            \n                                    \n                \n        <div class=\"editor answer\"\n                                                        >\n        <p>No. AI enriches these solutions through successive layers. It does not change their nature. An ERP remains the transactional system of record. An EPM remains the steering cockpit. AI adds autonomy, proactivity, and connections to them.     <\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <\/div>\n                                            <div class=\"accordion-item\">\n                            <div class=\"accordion-item_header\">\n                                <h3 class=\"question\">\n                                    <button class=\"question_btn\"\n                                            type=\"button\"\n                                            aria-expanded=\"false\"\n                                            aria-controls=\"faq-ans-block_a39a890578da90fec0092064981e5992-4\"\n                                            id=\"faq-q-block_a39a890578da90fec0092064981e5992-4\">\n                                        <span class=\"question_num\">4.<\/span>\n                                        <span class=\"question_label\">Where to start to integrate AI into your Finance architecture?<\/span>\n                                    <\/button>\n                                <\/h3>\n                                <div class=\"icon\" aria-hidden=\"true\">\n                                    <svg width=\"8\" height=\"12\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M3.34113 11.3549C3.53712 11.5494 3.8537 11.5482 4.04823 11.3522L7.21832 8.15841C7.41285 7.96242 7.41167 7.64584 7.21569 7.45131C7.0197 7.25677 6.70312 7.25796 6.50858 7.45394L3.69072 10.2929L0.851769 7.47504C0.65578 7.2805 0.3392 7.28168 0.144667 7.47767C-0.0498658 7.67366 -0.0486854 7.99024 0.147304 8.18477L3.34113 11.3549ZM3.65234 0L3.15235 0.00186431L3.19336 11.0019L3.69336 11L4.19336 10.9981L4.15234 -0.00186431L3.65234 0Z\" fill=\"white\"\/>\n                                    <\/svg>\n                                <\/div>\n                            <\/div>\n                            <div class=\"accordion-item_content\"\n                                 id=\"faq-ans-block_a39a890578da90fec0092064981e5992-4\"\n                                 role=\"region\"\n                                 aria-labelledby=\"faq-q-block_a39a890578da90fec0092064981e5992-4\">\n                                                            \n                                    \n                \n        <div class=\"editor answer\"\n                                                        >\n        <p>Start with the native agents of your existing solutions. Evaluate the quality and governance of your data. Identify a non-critical process to experiment with. Gains are measured quickly. The same applies to learning.    <\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <\/div>\n                                            <div class=\"accordion-item\">\n                            <div class=\"accordion-item_header\">\n                                <h3 class=\"question\">\n                                    <button class=\"question_btn\"\n                                            type=\"button\"\n                                            aria-expanded=\"false\"\n                                            aria-controls=\"faq-ans-block_a39a890578da90fec0092064981e5992-5\"\n                                            id=\"faq-q-block_a39a890578da90fec0092064981e5992-5\">\n                                        <span class=\"question_num\">5.<\/span>\n                                        <span class=\"question_label\">Can the data platform replace ERP and EPM?<\/span>\n                                    <\/button>\n                                <\/h3>\n                                <div class=\"icon\" aria-hidden=\"true\">\n                                    <svg width=\"8\" height=\"12\" viewBox=\"0 0 8 12\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                        <path d=\"M3.34113 11.3549C3.53712 11.5494 3.8537 11.5482 4.04823 11.3522L7.21832 8.15841C7.41285 7.96242 7.41167 7.64584 7.21569 7.45131C7.0197 7.25677 6.70312 7.25796 6.50858 7.45394L3.69072 10.2929L0.851769 7.47504C0.65578 7.2805 0.3392 7.28168 0.144667 7.47767C-0.0498658 7.67366 -0.0486854 7.99024 0.147304 8.18477L3.34113 11.3549ZM3.65234 0L3.15235 0.00186431L3.19336 11.0019L3.69336 11L4.19336 10.9981L4.15234 -0.00186431L3.65234 0Z\" fill=\"white\"\/>\n                                    <\/svg>\n                                <\/div>\n                            <\/div>\n                            <div class=\"accordion-item_content\"\n                                 id=\"faq-ans-block_a39a890578da90fec0092064981e5992-5\"\n                                 role=\"region\"\n                                 aria-labelledby=\"faq-q-block_a39a890578da90fec0092064981e5992-5\">\n                                                            \n                                    \n                \n        <div class=\"editor answer\"\n                                                        >\n        <p>No. It can play a role as a control tower and orchestrator between applications. But ERP and EPM provide a structuring architecture, robustness, and governance that the data platform does not replace.  <\/p>\n\n        <\/div>\n    \n                            <\/div>\n                        <\/div>\n                                    <\/div>\n                    <\/div>\n    <\/div>\n<\/section>\n\n\n<section     class=\"block-editor\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"editor\"><h2>Glossary <\/h2>\n<p><strong>Automapping*<\/strong>: technique that allows for the automatic matching of accounts in different formats between two systems, without manual intervention. Used notably for reconciliation and consolidation. <\/p>\n<p><strong>Interco (interco reconciliation)*<\/strong>: process of reconciling transactions between entities of the same group to eliminate internal flows during consolidation.<\/p>\n<p><strong>Reconciliation (lettrage)*<\/strong>: accounting operation that consists of matching debit and credit entries to identify payments corresponding to invoices.<\/p>\n<p><strong>MCP (Model Context Protocol)*<\/strong>: standard protocol that allows a corporate conversational agent (Claude, Mistral, Copilot&#8230;) to query and interact with third-party applications in natural language, without specific development.<\/p>\n<p><strong>Modern Data Stack*<\/strong>: a modern set of cloud technologies dedicated to the collection, storage, transformation, and visualization of corporate data.<\/p>\n<p><strong>OCR (Optical Character Recognition)*<\/strong>: optical character recognition technology that allows for the conversion of images or scanned documents into digitally usable text.<\/p>\n<\/div>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section    \n        class=\"block-content block-cta-contact cta--variation-1\"\n        >\n    <div class=\"container\">\n        <div class=\"grid\">\n            <div class=\"grid_content\">\n                <div class=\"card\">\n                    <div class=\"card_content\">\n                        <div class=\"card_deco\" aria-hidden=\"true\">\n                            <svg viewBox=\"0 0 520 412\" preserveAspectRatio=\"xMidYMid slice\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><svg fill=\"none\" x=\"-108\" y=\"315\" width=\"306\" height=\"306\" viewBox=\"0 0 306.0 306.0\" overflow=\"visible\">\n<circle id=\"Ellipse 59\" cx=\"153\" cy=\"153\" r=\"153\" fill=\"#9DD5D5\"\/>\n<\/svg><svg fill=\"none\" x=\"-43.0\" y=\"165.0\" width=\"597.0\" height=\"597.0\" viewBox=\"0 0 597.0 597.0\" overflow=\"visible\">\n<circle id=\"Ellipse 58\" cx=\"298.5\" 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The autonomous agents layer is the one that carries the true productive value and is enriching the fastest. MCP improves communication between applications without specific development. Data quality and governance [\u2026]  <\/p>\n","protected":false},"author":1,"featured_media":5285,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":""},"categories":[154],"tags":[169,160,161,166],"cas-client-offre":[],"class_list":["post-5284","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-opinion","tag-ai","tag-erp","tag-performance-management","tag-smart-erp"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Impact of AI in Finance: How Are Your Architectures Evolving?<\/title>\n<meta name=\"description\" content=\"Discover the impact of AI in Finance on ERP, EPM, and Data Platforms: AI agents, MCP, data governance, and the new Finance architecture.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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