Parker & Lawrence Research and RegTech Analyst have released the ‘AI in Risk & Compliance 2026’ report, providing deeper insights into where the financial sector is increasing its AI adoption across its operations as well as where its already realising value.
The report found that over one-quarter of financial institutions’ risk and compliance budgets will be spent on AI, with around 30% estimated in total.
Drawing on responses from 300 senior compliance leaders at financial institutions, alongside 100 technology vendors and interviews with regulators and market specialists, the research examines the changing role of AI across the compliance landscape. It explores how firms are deploying and governing the technology, as well as where they see opportunities to generate value, spanning financial crime, conduct risk, compliance management, cybersecurity, technology risk, data risk and ESG.
The findings of the report show that AI has moved beyond merely discussion and experimentation to place itself as a firmly established part of the risk and compliance technology stack.
Respondents from the survey forecasted $703.7m of AI spend during 2026. When compared with the total spending on RegTech spend of $2.37bn, reported in prior research from Parker & Lawrence, it denotes a directional benchmark of around 30& of risk and compliance technology budgets.
The research points to widespread AI adoption across the sector, with every one of the 300 institutions surveyed reporting that they are either using or exploring the technology. Of the seven compliance areas covered, 66% of AI activity has reached production or a more advanced stage, while 58.4% of use cases involve AI taking action rather than being limited to information and recommendations.
Questions have remained over whether financial institutions can translate AI investment into measurable returns, but the findings suggest the picture is more positive than some expected. More than a quarter of respondents (27.7%) say their AI deployments have delivered returns of over 50%, while 13.3% report returns in the 1%–10% range.
The report also examines AI adoption across seven key areas of risk and compliance, from financial crime compliance and conduct risk to cybersecurity, technology risk, data risk, compliance management and ESG. Each section breaks the relevant domain down into specific use cases, with tables showing how applicable different types of AI are to tasks within each area. The analysis spans rules-based systems, predictive machine learning, LLMs, multimodal models and AI agents, providing a view of where different technologies are most suited to compliance work.
A selection of prominent technology providers across the RegTech market are also featured, spanning areas such as regulatory change, horizon scanning, compliance assurance, regulatory intelligence, communications compliance, customer outcomes and third-party risk.
Featured firms include regulatory change management solution AscentAI, horizon scanning tool CUBE, compliance assurance RegTech Gryphon, regulatory intelligence provider Sherlocq, communications compliance platform LeapXpert, marketing and communications compliance expert Adclear, customer outcomes oversight and assurance company Aveni, third-party risk management provider Neotas and technology asset management RegTech Riskonnect. The report also includes a market map outlining the growing range of AI solutions available across RegTech.
To mark the report’s release, Parker & Lawrence Research and RegTech Analyst will hold a webinar on October 7, bringing together several of the experts involved in the research to examine its key findings. The hour-long session will begin at 9am ET / 2pm BST and will feature Parker & Lawrence Research co-founder Nathan Parker, LeapXpert VP of Marketing Ari Applbaum and Rabobank Head of Governance, Compliance UK Carolina Montiel Alocen.
The discussion will cover what the research says about AI investment, maturity and ROI, alongside the importance of governed communications data in scaling AI. The speakers will also examine how firms can maintain oversight, transparency and traceability as AI becomes more autonomous, move beyond basic communications capture and surveillance, and unlock wider business value from communications data.
Parker & Lawrence Research co-founder Nathan Parker said, “AI is moving deeper into risk and compliance workflows and being trusted with more autonomy. It now interprets information, coordinates tasks, influences decisions and, increasingly, takes action. That is a much more consequential form of adoption.”
RegTech Analyst head of business operations Mariyan Dimitrov added, “This report confirms what we’re seeing across the market – AI in risk and compliance has moved well past the pilot stage, with institutions now committing nearly a third of their technology budgets to it.
“For firms trying to work out where to focus next, the report offers a practical benchmark: it shows exactly where that investment is paying off, where fragmented data and governance gaps are holding others back, and what separates the two.”
The AI in Risk & Compliance 2026 report can be downloaded for free here.
Copyright © 2026 RegTech Analyst
Copyright © 2026 RegTech Analyst
