{"id":41641,"date":"2025-05-21T22:13:26","date_gmt":"2025-05-21T22:13:26","guid":{"rendered":"https:\/\/www.trintech.com\/"},"modified":"2025-10-21T15:39:26","modified_gmt":"2025-10-21T15:39:26","slug":"ai-readiness","status":"publish","type":"page","link":"https:\/\/www.trintech.com\/ai-financial-close\/ai-readiness\/","title":{"rendered":"AI Readiness"},"content":{"rendered":"<div  class=\"hero-block alignfull\" data-id=\"block_b9528d15da0f332ae063987f41f49520\">\n     <div class=\"hero-block__swiper swiper\">\n          <div class=\"swiper-wrapper\">\n\n                                             <div class=\"swiper-slide hero-block__slide hero-block__slide--has-image hero-block__slide--wide hero-block__slide--case-study\"\n                    data-modal=\"hero-block-modal-0\">\n\n                                        <div class=\"hero-block__image\">\n                         <img decoding=\"async\" src=\"https:\/\/www.trintech.com\/wp-content\/uploads\/2025\/10\/ai-readiness-financial-close-team-1920x1280.jpg\"\n                              alt=\"Business team collaborating on AI readiness strategies to adopt artificial intelligence in the financial close process\" class=\"hero-block__image-large\">\n\n                         \n                                             <\/div>\n                    \n                    <div\n                         class=\"hero-block__content-container  product  \">\n                         <div\n                              class=\"hero-block__content  product \">\n\n                              \n                                                            <h1>AI Financial Close: Frequently Asked Questions <\/h1>\n                              \n                             <div class=\"hero-block__editor-content hero-block__text\"><p>A one stop shop for FAQ, AI glossary, and more.<\/p>\n<\/div>\n\n                                                            <div class=\"hero-block__buttons\">\n                                                                                                         <a href=\"#FAQ\"\n                                        class=\"button has-teal-background-color \">FAQ<\/a>\n                                                                                                         <a href=\"#Glossary\"\n                                        class=\"button has-teal-background-color \">Glossary<\/a>\n                                                                 <\/div>\n                              \n                              \n                         <\/div>\n                    <\/div>\n               <\/div>\n                         <\/div>\n     <\/div>\n<\/div>\n\n<div class=\"hero-block-modal-overlay\" data-id=\"block_b9528d15da0f332ae063987f41f49520\"><\/div>\n\n\n\n<div style=\"height:56px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<h2 class=\"wp-block-heading has-text-align-center\"><strong><br>AI Financial Close Compared to the Competition<\/strong><\/h2>\n\n\n\n<p class=\"has-text-align-center\"><strong>&nbsp;<\/strong><\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>How is Trintech\u2019s AI different from the competition?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech focuses on risk-based, explainable AI built specifically for financial close and reconciliation. Our agentic AI won\u2019t just automate\u2014it will learns, prioritizes, and provides transparent reasoning behind every action. The competitor\u2019s AI solution is narrower features and less specialized in close-specific risk governance.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Why is Trintech\u2019s specialization in financial close an advantage?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Unlike the competition, which focuses on adding AI to existing features, Trintech is purpose-built to solve the most complex, high-risk challenges in the financial close. This leads to deeper functionality, stronger controls, and faster time-to-value.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Does Trintech offer the same level of automation as the competition?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech provide a much wider and more more meaningfully AI and Automation platform. Trintech automates based on financial logic and risk, not just volume. While some competitors falsely promotes high-volume automation, Trintech ensures the right tasks are automated for better accuracy and compliance.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Is Trintech suitable for large enterprises?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Absolutely. Trintech supports many of the world\u2019s most complex enterprises, including those in banking, retail, pharmaceutical, energy, and healthcare. Our solution is scalable and flexible, while competitors\u2019 models are often more rigid and enterprise-only or only for midsize organizations&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>What makes Trintech\u2019s AI more trustworthy than the competition?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech\u2019s AI is built around the financial close intelligence and explainability\u2014every decision is traced and justified. Some competitors only focus on results but provides less transparency into how decisions are made, which is a concern for audit and compliance teams. Also, customers select to deploy the LLM in a single tenant for maximum security.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>What\u2019s the difference in user experience between Trintech and the competition?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech provides an intuitive, modern experience with guided workflows and AI-assisted insights. We\u2019re focused on reducing noise and helping teams act on what matters most. The experience from other vendors are more dashboard-heavy and transactional.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>How does Trintech support continuous improvement compared to other solutions on the market?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech\u2019s agentic AI will continuously learn from user behavior and historical data to refine recommendations and automation. Other solutions emphasize automation, but Trintech builds intelligence that evolves with your business.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>What\u2019s the biggest strategic difference between Trintech and the competition?<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trintech is focused on building trusted, scalable intelligence into the heart of the financial close\u2014designed to evolve as your AI maturity grows. Our approach is honest and proven \u2013 with innovative and cost-effective solutions built to solve the real challenges accountants face: cutting time to close, reducing manual matching, automating journal entries, and ensuring accurate audits. There\u2019s a reason thousands of customers globally trust Trintech as partners in achieving their goals.&nbsp;&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:10%\"><\/div>\n<\/div>\n<\/div>\n\n\n\n<div style=\"height:41px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"FAQ\"><strong>AI Financial Close: Frequently Asked Questions\u00a0<\/strong><\/h2>\n\n\n\n<div class=\"wp-block-trintech-tabs is-style-accordion-arrow\"><div role=\"tablist\"><button role=\"tab\" aria-controls=\"what-is-ai-financial-close-tab\" aria-selected=\"true\" id=\"what-is-ai-financial-close\">What is AI Financial Close?<\/button><button role=\"tab\" aria-controls=\"how-is-this-different-from-traditional-financial-close-automation-is-there-a-difference-between-artificial-intelligence-and-automation-tab\" aria-selected=\"false\" id=\"how-is-this-different-from-traditional-financial-close-automation-is-there-a-difference-between-artificial-intelligence-and-automation\">How is this different from traditional financial close automation? Is there a difference between artificial intelligence and automation?<\/button><button role=\"tab\" aria-controls=\"is-this-just-another-name-for-financial-close-automation-tab\" aria-selected=\"false\" id=\"is-this-just-another-name-for-financial-close-automation\">Is this just another name for financial close automation?<\/button><button role=\"tab\" aria-controls=\"how-can-ai-be-leveraged-in-the-office-of-finance-tab\" aria-selected=\"false\" id=\"how-can-ai-be-leveraged-in-the-office-of-finance\">How can AI be leveraged in the Office of Finance?<\/button><button role=\"tab\" aria-controls=\"can-ai-really-reduce-the-time-it-takes-to-close-the-quarter-end-or-fiscal-year-end-books-tab\" aria-selected=\"false\" id=\"can-ai-really-reduce-the-time-it-takes-to-close-the-quarter-end-or-fiscal-year-end-books\">Can AI really reduce the time it takes to close the quarter end or fiscal year end books?<\/button><button role=\"tab\" aria-controls=\"will-ai-replace-accountants-or-finance-teams-tab\" aria-selected=\"false\" id=\"will-ai-replace-accountants-or-finance-teams\">Will AI replace accountants or finance teams?<\/button><button role=\"tab\" aria-controls=\"what-are-the-various-types-of-ai-tab\" aria-selected=\"false\" id=\"what-are-the-various-types-of-ai\">What are the various types of AI?<\/button><button role=\"tab\" aria-controls=\"what-kind-of-ai-does-trintech-use-in-ai-financial-close-tab\" aria-selected=\"false\" id=\"what-kind-of-ai-does-trintech-use-in-ai-financial-close\">What kind of AI does Trintech use in AI Financial Close?<\/button><button role=\"tab\" aria-controls=\"is-generative-ai-part-of-this-tab\" aria-selected=\"false\" id=\"is-generative-ai-part-of-this\">Is Generative AI part of this?<\/button><button role=\"tab\" aria-controls=\"can-ai-explain-its-decisions-tab\" aria-selected=\"false\" id=\"can-ai-explain-its-decisions\">Can AI explain its decisions?<\/button><button role=\"tab\" aria-controls=\"how-does-ai-handle-risk-and-exceptions-tab\" aria-selected=\"false\" id=\"how-does-ai-handle-risk-and-exceptions\">How does AI handle risk and exceptions?<\/button><button role=\"tab\" aria-controls=\"can-ai-help-with-audit-readiness-and-compliance-tab\" aria-selected=\"false\" id=\"can-ai-help-with-audit-readiness-and-compliance\">Can AI help with audit readiness and compliance?<\/button><button role=\"tab\" aria-controls=\"how-secure-is-ai-financial-close-tab\" aria-selected=\"false\" id=\"how-secure-is-ai-financial-close\">How secure is AI Financial Close?<\/button><button role=\"tab\" aria-controls=\"does-it-integrate-with-my-erp-system-tab\" aria-selected=\"false\" id=\"does-it-integrate-with-my-erp-system\">Does it integrate with my ERP system?<\/button><button role=\"tab\" aria-controls=\"can-it-work-across-multiple-systems-or-entities-tab\" aria-selected=\"false\" id=\"can-it-work-across-multiple-systems-or-entities\">Can it work across multiple systems or entities?<\/button><button role=\"tab\" aria-controls=\"is-it-only-for-large-enterprises-tab\" aria-selected=\"false\" id=\"is-it-only-for-large-enterprises\">Is it only for large enterprises?<\/button><button role=\"tab\" aria-controls=\"can-i-start-small-and-expand-later-tab\" aria-selected=\"false\" id=\"can-i-start-small-and-expand-later\">Can I start small and expand later?<\/button><button role=\"tab\" aria-controls=\"what-kind-of-results-do-companies-typically-see-tab\" aria-selected=\"false\" id=\"what-kind-of-results-do-companies-typically-see\">What kind of results do companies typically see?<\/button><button role=\"tab\" aria-controls=\"how-long-does-it-take-to-implement-tab\" aria-selected=\"false\" id=\"how-long-does-it-take-to-implement\">How long does it take to implement?<\/button><button role=\"tab\" aria-controls=\"whats-required-from-my-team-to-get-started-tab\" aria-selected=\"false\" id=\"whats-required-from-my-team-to-get-started\">What\u2019s required from my team to get started?<\/button><button role=\"tab\" aria-controls=\"how-can-i-help-my-team-invest-in-ai-as-a-coworker-tab\" aria-selected=\"false\" id=\"how-can-i-help-my-team-invest-in-ai-as-a-coworker\">How can I help my team invest in AI as a coworker?<\/button><button role=\"tab\" aria-controls=\"do-you-have-any-other-advice-for-how-to-invest-in-ai-tab\" aria-selected=\"false\" id=\"do-you-have-any-other-advice-for-how-to-invest-in-ai\">Do you have any other advice for how to invest in AI?<\/button><button role=\"tab\" aria-controls=\"is-ai-financial-close-future-proof-tab\" aria-selected=\"false\" id=\"is-ai-financial-close-future-proof\">Is AI Financial Close future-proof?<\/button><\/div><div class=\"tabs-wrap\">\n<div class=\"wp-block-trintech-tab \"><h2>What is AI Financial Close?<\/h2><div role=\"tabpanel\" id=\"what-is-ai-financial-close-tab\" aria-labelledby=\"what-is-ai-financial-close\">\n<p>AI Financial Close uses various types of AI (artificial intelligence) to automate, optimize, and monitor financial close activities\u2014like daily reconciliations, matching, account reconciliation, journal entries, intercompany reconciliation workflows and exception handling\u2014improving accuracy, speed, and control.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How is this different from traditional financial close automation? Is there a difference between artificial intelligence and automation?<\/h2><div role=\"tabpanel\" id=\"how-is-this-different-from-traditional-financial-close-automation-is-there-a-difference-between-artificial-intelligence-and-automation-tab\" aria-labelledby=\"how-is-this-different-from-traditional-financial-close-automation-is-there-a-difference-between-artificial-intelligence-and-automation\">\n<p>Traditional automation follows static rules. AI Financial Close uses learning algorithms to adapt over time, prioritize risk, detect anomalies, and proactively perform processes and assist users throughout the close process.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Is this just another name for financial close automation?<\/h2><div role=\"tabpanel\" id=\"is-this-just-another-name-for-financial-close-automation-tab\" aria-labelledby=\"is-this-just-another-name-for-financial-close-automation\">\n<p>No. AI Financial Close combines artificial intelligence and automation\u2014providing insights, making suggestions, and learning from historical data. It elevates automation from task execution to preparing the financial close end-to-end, including anomaly detection and resolution, decision support and predictive close forecasting.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How can AI be leveraged in the Office of Finance?<\/h2><div role=\"tabpanel\" id=\"how-can-ai-be-leveraged-in-the-office-of-finance-tab\" aria-labelledby=\"how-can-ai-be-leveraged-in-the-office-of-finance\">\n<p>AI automates daily reconciliation, account reconciliation, journal entries, task workflows, variance analysis, transaction matching, intercompany reconciliation workflows, and exception handling. It also flags risks, suggests corrections, and monitors progress in real time. <a href=\"https:\/\/www.trintech.com\/tip-sheet\/applying-ai-to-your-financial-close-processes\/\" target=\"_blank\" rel=\"noreferrer noopener\">Learn more about how to apply AI to your financial close processes with our infographic.<\/a>&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Can AI really reduce the time it takes to close the quarter end or fiscal year end books?<\/h2><div role=\"tabpanel\" id=\"can-ai-really-reduce-the-time-it-takes-to-close-the-quarter-end-or-fiscal-year-end-books-tab\" aria-labelledby=\"can-ai-really-reduce-the-time-it-takes-to-close-the-quarter-end-or-fiscal-year-end-books\">\n<p>Yes. By eliminating manual and repetitive work and replacing it with AI Financial Close performed activities, highlighting risks early, and eliminating bottlenecks, AI Financial Close significantly shortens close cycles\u2014often by days.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Will AI replace accountants or finance teams?<\/h2><div role=\"tabpanel\" id=\"will-ai-replace-accountants-or-finance-teams-tab\" aria-labelledby=\"will-ai-replace-accountants-or-finance-teams\">\n<p>No. It enhances their work by handling repetitive tasks, improving visibility, and allowing finance professionals to focus on analysis, strategy, and oversight. Read more in our article, \u201c<a href=\"https:\/\/www.trintech.com\/blog\/gen-ai-wont-take-your-job-the-person-who-knows-how-to-use-it-will\/\" target=\"_blank\" rel=\"noreferrer noopener\">GenAI Won\u2019t Take Your Job\u2014The Person Who Knows How to Use it Will<\/a>.\u201d&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>What are the various types of AI?<\/h2><div role=\"tabpanel\" id=\"what-are-the-various-types-of-ai-tab\" aria-labelledby=\"what-are-the-various-types-of-ai\">\n<p>There are 5 main types of artificial intelligence: Robotic Process Automation (RPA),machine learning (ML),&nbsp;Large Language Models (LLMs), Generative AI (GenAI), and Agentic AI. Learn more about each of these in our AI Financial Close Glossary.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>What kind of AI does Trintech use in AI Financial Close?<\/h2><div role=\"tabpanel\" id=\"what-kind-of-ai-does-trintech-use-in-ai-financial-close-tab\" aria-labelledby=\"what-kind-of-ai-does-trintech-use-in-ai-financial-close\">\n<p>Trintech uses a mix of machine learning (ML), RPA, Generative AI, and agent-based AI automation. This includes anomaly detection, risk scoring, journal suggestions, and more.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Is Generative AI part of this?<\/h2><div role=\"tabpanel\" id=\"is-generative-ai-part-of-this-tab\" aria-labelledby=\"is-generative-ai-part-of-this\">\n<p>Yes. Generative AI helps with journal entry suggestions, documentation queries, scenario modeling, and recommending configurations\u2014always within secure, governed boundaries.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Can AI explain its decisions?<\/h2><div role=\"tabpanel\" id=\"can-ai-explain-its-decisions-tab\" aria-labelledby=\"can-ai-explain-its-decisions\">\n<p>Yes. Trintech\u2019s agentic AI includes built-in explainability, so users will see why an item was flagged, why a match was suggested, or what drove a risk score.<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How does AI handle risk and exceptions?<\/h2><div role=\"tabpanel\" id=\"how-does-ai-handle-risk-and-exceptions-tab\" aria-labelledby=\"how-does-ai-handle-risk-and-exceptions\">\n<p>AI assesses transactions based on historical patterns and business rules, assigning risk levels, researching in the data to self-resolve the exception and suggesting next steps when live support is needed\u2014so teams can prioritize what matters most.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Can AI help with audit readiness and compliance?<\/h2><div role=\"tabpanel\" id=\"can-ai-help-with-audit-readiness-and-compliance-tab\" aria-labelledby=\"can-ai-help-with-audit-readiness-and-compliance\">\n<p>Absolutely. AI ensures consistent application of policies, creates full audit trails, and surfaces exceptions in real time\u2014supporting stronger governance and faster audits. Read our <a href=\"https:\/\/www.trintech.com\/ebook\/audit-readiness-unlocked-7-tips-for-staying-ahead-of-the-audit\/\" target=\"_blank\" rel=\"noreferrer noopener\">7 Tips for Staying Ahead of Your Audits<\/a> to find out more about how AI helps you stay audit ready.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How secure is AI Financial Close?<\/h2><div role=\"tabpanel\" id=\"how-secure-is-ai-financial-close-tab\" aria-labelledby=\"how-secure-is-ai-financial-close\">\n<p>Trintech applies enterprise-grade security, data segregation, and compliance controls. All AI decisions are traceable, and customer data is never used to train shared models. Furthermore, customers have the option to deploy Trintech\u2019s LLM in a single tenant.&nbsp;&nbsp;&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Does it integrate with my ERP system?<\/h2><div role=\"tabpanel\" id=\"does-it-integrate-with-my-erp-system-tab\" aria-labelledby=\"does-it-integrate-with-my-erp-system\">\n<p>Yes. Trintech integrates deeply with SAP, Oracle, Workday, and other ERP platforms\u2014automating close activities without duplicating or moving core financial data. <a href=\"https:\/\/www.trintech.com\/trintech-and-your-erp\/\" target=\"_blank\" rel=\"noreferrer noopener\">Find out how Trintech works with your ERP.<\/a>&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Can it work across multiple systems or entities?<\/h2><div role=\"tabpanel\" id=\"can-it-work-across-multiple-systems-or-entities-tab\" aria-labelledby=\"can-it-work-across-multiple-systems-or-entities\">\n<p>Yes. Trintech\u2019s AI Financial Close supports multi-entity, multi-ERP, and global close environments\u2014consolidating data and insights across the organization.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Is it only for large enterprises?<\/h2><div role=\"tabpanel\" id=\"is-it-only-for-large-enterprises-tab\" aria-labelledby=\"is-it-only-for-large-enterprises\">\n<p>No. While Trintech supports many large global companies, the solution is modular and scalable\u2014making it equally valuable to <a href=\"https:\/\/www.trintech.com\/adra\/\" target=\"_blank\" rel=\"noreferrer noopener\">midsize finance teams<\/a>.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Can I start small and expand later?<\/h2><div role=\"tabpanel\" id=\"can-i-start-small-and-expand-later-tab\" aria-labelledby=\"can-i-start-small-and-expand-later\">\n<p>Yes. Many companies begin with specific areas like account reconciliation automation or journal entry intelligence and expand as their needs or AI maturity grow. Learn more about how your organization can grow into AI maturity with a message from Trintech CTO, Sunil Padiyar.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>What kind of results do companies typically see?<\/h2><div role=\"tabpanel\" id=\"what-kind-of-results-do-companies-typically-see-tab\" aria-labelledby=\"what-kind-of-results-do-companies-typically-see\">\n<p>Customers report faster close cycles, fewer errors, stronger controls, and more time for value-added work like analysis and forecasting. <a href=\"https:\/\/www.trintech.com\/resources\/#\/resource_type\/case-study\" target=\"_blank\" rel=\"noreferrer noopener\">Don\u2019t miss real success stories from real companies (like yours!).<\/a>&nbsp;&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How long does it take to implement?<\/h2><div role=\"tabpanel\" id=\"how-long-does-it-take-to-implement-tab\" aria-labelledby=\"how-long-does-it-take-to-implement\">\n<p>Implementation timelines vary based on scope, but many customers start seeing value within a few months\u2014especially when targeting high-impact use cases first.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>What\u2019s required from my team to get started?<\/h2><div role=\"tabpanel\" id=\"whats-required-from-my-team-to-get-started-tab\" aria-labelledby=\"whats-required-from-my-team-to-get-started\">\n<p>Trintech handles the heavy lifting and also has a network of partners to help you with your transformation. Your team helps define rules, review risk models, and validate outcomes. No data science expertise is required.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>How can I help my team invest in AI as a coworker?<\/h2><div role=\"tabpanel\" id=\"how-can-i-help-my-team-invest-in-ai-as-a-coworker-tab\" aria-labelledby=\"how-can-i-help-my-team-invest-in-ai-as-a-coworker\">\n<p>When beginning your AI Financial Close journey, make sure your more skeptical employees see AI as a supportive tool, rather than a replacement. Emphasizing the need for human oversight, existing AI-adjacent skills, peer-to-peer knowledge sharing, and opportunities for growth will help your team feel more comfortable. Hear more from Trintech CTO Sunil Padiyar in the video, \u201cHow Will the Human Element Evolve with Generative AI?\u201d&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Do you have any other advice for how to invest in AI?<\/h2><div role=\"tabpanel\" id=\"do-you-have-any-other-advice-for-how-to-invest-in-ai-tab\" aria-labelledby=\"do-you-have-any-other-advice-for-how-to-invest-in-ai\">\n<p>The first step is ensuring that your leadership is aligned on a plan with tangible desired outcomes. Once that\u2019s accomplished, choosing the right partner and implementing purpose-built solutions makes all the difference. Learn more from Trintech\u2019s C-Suite: <a href=\"https:\/\/www.trintech.com\/blog\/understanding-how-ai-fits-into-your-finance-function\/\" target=\"_blank\" rel=\"noreferrer noopener\">Understanding How AI Fits Into Your Finance Function<\/a>,\u201d by Omar Choucair, CFO and \u201c<a href=\"https:\/\/www.trintech.com\/blog\/what-business-leaders-must-know-to-thrive-in-2025\/\" target=\"_blank\" rel=\"noreferrer noopener\">What Business Leaders Must Know to Thrive in 2025<\/a>\u201d by Darren Heffernan, CEO.&nbsp;<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-trintech-tab \"><h2>Is AI Financial Close future-proof?<\/h2><div role=\"tabpanel\" id=\"is-ai-financial-close-future-proof-tab\" aria-labelledby=\"is-ai-financial-close-future-proof\">\n<p>Yes. Trintech\u2019s solution continuously evolves\u2014learning from customer activity, updating models, and adapting to your business as it grows.&nbsp;<\/p>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<div style=\"height:48px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"Glossary\"><strong><strong><strong>AI Financial Close: Glossary<\/strong>&nbsp;<\/strong><\/strong><\/h2>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>AI Financial Close<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>AI Financial Close uses various types of AI (artificial intelligence) to automate, optimize, and monitor financial close activities\u2014like account reconciliation, journal entries, and exception handling\u2014improving accuracy, speed, and control.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Machine Learning (ML)<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Machine Learning (ML)\u2014as its name suggests\u2014learns from data to improve performance on tasks without being explicitly programmed. It involves building algorithms that identify patterns and make predictions or decisions based on input data.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Robotic Process Automation (RPA)<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Robotic Process Automation (RPA) is programmed for specific processes and activities, working best when completing tasks that are structured and repetitive. RPA can run unattended and can be implemented relatively quickly.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Predictive Analytics<\/strong>\n<ul class=\"wp-block-list\">\n<li>Predictive analytics, or predictive AI, encompasses a variety of statistical techniques from data mining, predictive modeling, and machine learning that analyze current and historical facts to make predictions about future or otherwise unknown events. For AI Financial Close forecasts outcomes\u2014such as predicting the success of a close cycle or identifying potential delays\u2014so finance teams act early as opposed to the end of the period.<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Data Segregation<\/strong>\n<ul class=\"wp-block-list\">\n<li>The practice of keeping customer data isolated and secure in AI environments\u2014especially important in finance to maintain privacy and regulatory compliance. The ultimate goal of doing so is only allowing the individuals who are authorized to view certain data set access to them.&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<ul class=\"wp-block-list\">\n<li><strong>Large Language Model (LLM)<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Large Language Models (LLMs) are prediction algorithms that are trained on billions of words and trillions of parameters, requiring complex math and computing power. There are two main types of LLMs\u2014open and closed.&nbsp;<\/li>\n\n\n\n<li>Open LLMs:&nbsp;&nbsp;\n<ul class=\"wp-block-list\">\n<li>Trained on data that is publicly available&nbsp;<\/li>\n\n\n\n<li>Foster transparency&nbsp;<\/li>\n\n\n\n<li>Can create difficulties around maintaining the quality and accuracy of the data&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Closed LLMs:&nbsp;\n<ul class=\"wp-block-list\">\n<li>More stability and quality control (when properly maintained)&nbsp;<\/li>\n\n\n\n<li>Potentially misses out on the innovation afforded by Open LLMs&nbsp;<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Generative AI (GenAI)<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Generative AI (GenAI) is a tool that is able to predict and generate language, code, images, video, and\/or audio that makes sense in response to questions (called prompts). The more human reinforcement that is applied, the more accurate the generated responses become.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Agentic AI&nbsp;<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>Agentic AI systems are designed to act autonomously toward achieving goals, making decisions, and taking actions with minimal human intervention. These systems exhibit a degree of independence, often incorporating planning, reasoning, and adaptability.&nbsp;<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Anomaly Detection<\/strong>&nbsp;\n<ul class=\"wp-block-list\">\n<li>AI-driven process of identifying transactions or data points that deviate from expected patterns\u2014such as an unusual journal entry\u2014helping teams detect errors or fraud before they cause bigger issues.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>AI Financial Close Compared to the Competition &nbsp; AI Financial Close: Frequently Asked Questions\u00a0 AI Financial Close: Glossary&nbsp;<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":41155,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"inline_featured_image":false},"class_list":["post-41641","page","type-page","status-publish","hentry"],"acf":[],"lang":"en","translations":{"en":41641,"no":44424,"se":44428,"fr":44429,"nl":44430,"de":44431},"pll_sync_post":[],"_links":{"self":[{"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/pages\/41641","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/comments?post=41641"}],"version-history":[{"count":0,"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/pages\/41641\/revisions"}],"up":[{"embeddable":true,"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/pages\/41155"}],"wp:attachment":[{"href":"https:\/\/www.trintech.com\/wp-json\/wp\/v2\/media?parent=41641"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}