Regnology Research Maps Route From AI Pilots to Production in Regulatory Reporting

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Postmedia has not reviewed the content. by Business Wire Regnology Research Maps Route From AI Pilots to Production in Regulatory ReportingAuthor of the article: Sorry, your browser doesn't support embedded videos.THIS CONTENT IS RESERVED FOR SUBSCRIBERS ONLYSubscribe now to read the latest news in your city and across Canada.Exclusive articles from Barbara Shecter, Joe O'Connor, Gabriel Friedman, and others.Daily content from Financial Times, the world's leading global business publication.Unlimited online access to read articles from Financial Post, National Post and 15 news sites across Canada with one account.National Post ePaper, an electronic replica of the print edition to view on any device, share and comment on.Daily puzzles, including the New York Times Crossword.SUBSCRIBE TO UNLOCK MORE ARTICLESSubscribe now to read the latest news in your city and across Canada.Exclusive articles from Barbara Shecter, Joe O'Connor, Gabriel Friedman and others.Daily content from Financial Times, the world's leading global business publication.Unlimited online access to read articles from Financial Post, National Post and 15 news sites across Canada with one account.National Post ePaper, an electronic replica of the print edition to view on any device, share and comment on.Daily puzzles, including the New York Times Crossword.REGISTER / SIGN IN TO UNLOCK MORE ARTICLESCreate an account or sign in to continue with your reading experience.Access articles from across Canada with one account.Share your thoughts and join the conversation in the comments.Enjoy additional articles per month.Get email updates from your favourite authors.THIS ARTICLE IS FREE TO READ REGISTER TO UNLOCK.Create an account or sign in to continue with your reading experience.Access articles from across Canada with one accountShare your thoughts and join the conversation in the commentsEnjoy additional articles per monthGet email updates from your favourite authorsSign In or Create an AccountGlobal study of 276 practitioners across 22 countries defines the “Agentic Gap” and outlines how financial institutions can transition from experimentation to governed, high-impact deployment.Supporting analysis by Oliver Wyman finds reporting absorbs 1% to 3% of total bank expenditure, with a concentrated share of it addressable by agentic workflows.FRANKFURT, Germany — Regnology, a leader in regulatory, risk, tax and finance reporting technology, today published “ The Agentic Gap: From Control to Intelligence in Regulatory Reporting”, accompanied by a video foreword from Chief Executive Officer Rob Mackay. The global study sets out where agentic AI can take on meaningful operational load today, and gives institutions a practical roadmap from isolated pilots into scaled production.The challenge is no longer AI capability. It’s closing the gap between experimentation and trusted production.The research finds an industry already mobilizing. 87% of respondents are exploring, piloting or embedding AI in operations, and only 13% report no current plan. The constraint is a shared one. Embedded, production-level use sits between 8% and 15% at every institution tier, and 16% of respondents overall have reached it, with 89% of financial institutions yet to get there. Resources buy experimentation, but production use is earned on the same terms everywhere. The report calls that solvable distance, between testing a concept and relying on it inside the reporting cycle, the agentic gap. Where agentic AI cannot yet take responsibility, the report finds the binding constraint is usually the data or the governance around it, not the maturity of the technology.Get the latest headlines, breaking news and columns.By signing up you consent to receive the above newsletter from Postmedia Network Inc.A welcome email is on its way. If you don't see it, please check your junk folder.The next issue of Top Stories will soon be in your inbox.We encountered an issue signing you up. Please try againThe economic incentive to close it is substantial. Research by Oliver Wyman, commissioned by Regnology, finds regulatory reporting typically absorbs 1% to 3% of total expenditure at the banks profiled. Between 30% and 50% of reporting spend goes on running the process internally, the largest single cost pool and a reflection of how much of the work is still performed by hand. In illustrative Tier 1 case studies, Oliver Wyman estimates roughly 15% to 25% of reporting spend could be addressable by agentic workflows. The estimate is directional.Rob Mackay, Chief Executive Officer of Regnology,said: “Banks are conservative by nature, and in regulatory reporting they are right to be. The tolerance for error is close to zero, and a manual process may be inefficient, but it is familiar and readily defensible. The harder part is rarely the technology. It is finding people who understand the regulatory logic in depth and can turn it into something a system can apply safely. That combination is scarce, and it is what Regnology brings alongside institutions rather than asking them to assemble it alone.”Rather than offering abstract benchmarks, the report provides a practical blueprint for execution. It introduces a diagnostic framework mapping the cost of inaction against AI readiness to help institutions prioritize high-impact workflows, baseline existing processes before piloting, and design governance into systems before deployment. Moving from priority to production means matching the authority given to AI to the risk and repeatability of the individual process, ensuring outputs can be traced and reconstructed, and aligning with requirements such as the EU AI Act.Linda Middledith, Chief Product & Engineering Officer of Regnology,comments: “Agentic is not one thing. It runs from explaining what the numbers mean, to recommending what should happen next, to carrying out defined work under human oversight. How much authority each process can carry is a decision institutions make process by process, not once for the whole organization.”Regnology’s own response to these findings is RGI, the Regnology Intelligence layer, which combines explainability, AI-assisted decision support and agentic workflows under human oversight. The wider industry conversation continues at the RegTech Convention, organized by Regnology since 1993 and now one of the largest conferences on financial regulation and regulatory technology. Its 33rd edition runs from 23 to 26 November under the theme From Control to Intelligence, bringing together supervisory authorities, supranational bodies, financial institutions and industry experts with hubs in Frankfurt, London, New York, Singapore and Zürich. Building on last year’s focus on Straight Through Reporting, the agenda turns to unlocking intelligence across reporting, risk and finance, and to the opportunities and risks that come with it.Regnology’s Agentic Gap report is based primarily on research conducted by Regnology between February and July 2026, capturing perspectives from 276 practitioners across 22 countries and territories in Europe, North America and Asia-Pacific, spanning financial institutions, professional services, technology and supervision. Where relevant, it draws on supporting research into the economics of regulatory reporting conducted by Oliver Wyman and commissioned by Regnology. Neither Regnology nor Oliver Wyman accepts liability to any third party in respect of the whitepaper.Regnology is a recognized leader in regulatory, risk, tax, and finance reporting technology, connecting regulators and the regulated across more than 100 countries. Our unique position enables us to span the full spectrum of industry needs, delivering solutions that address both oversight and compliance requirements to a broad range of clients, including global Tier 1 banks, local and regional institutions, corporates, insurers, and authorities.For more information about Regnology, connect with us on LinkedIn and X.Visit our website: www.regnology.net.View source version on businesswire.com: This advertisement has not loaded yet.Notice for the Postmedia NetworkThis website uses cookies to personalize your content (including ads), and allows us to analyze our traffic. Read more about cookies here. By continuing to use our site, you agree to our Terms of Use and Privacy Policy.