From oversight to foresight: AI-powered risk management and compliance

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  • Report
  • 3 minute read
  • May 28, 2026

Andy Banks

Partner, PwC Ireland (Republic of)

Shane Walker

Director, PwC Ireland (Republic of)

30–75%

AI-powered efficiency gains across risk and compliance processes.

75%

increase in monitoring efficiency by testing all transactions.

30%

reduction in issue turnaround times through real‑time monitoring.

70–90%

reduction in manual document review effort using AI automation.

Risk and compliance (R&C) functions are undergoing a fundamental transformation as organisations shift from traditional, reactive oversight to predictive, proactive, AI‑enabled risk management. Rising regulatory expectations, geopolitical uncertainty, and accelerating technological change are exposing the limits of manual, siloed approaches while AI is reshaping how organisations identify, monitor, and respond to risks.

In this AI‑enabled landscape, risk transformation becomes a strategic capability. It empowers teams to automate monitoring, streamline compliance processes, and make decisions at the pace of the business. The report highlights how AI integration, combined with redesigned processes, is unlocking new levels of efficiency, accuracy, and strategic influence across R&C functions.

Manual, high‑volume tasks — once reliant on fragmented tools — are now being replaced by agentic AI solutions capable of analysing enterprise‑wide datasets, extracting insights, and enabling faster, smarter decision‑making. When governed responsibly, these capabilities allow R&C teams to shift their focus to high‑value judgement, exception handling, and strategic advisory work.

Our report, From Oversight to Foresight: AI-Powered Risk Management and Compliance, outlines practical, high‑impact use cases across the R&C lifecycle, including continuous risk horizon scanning, real‑time regulatory change management, AI‑enabled scenario modelling, virtual regulators and auditors, automated investigations, and enhanced internal audit coverage. Together, these capabilities enable organisations to move beyond sampling and periodic reviews toward enterprise‑wide, data‑driven assurance.

It emphasises that AI does not replace human judgement but augments it — automating repeatable tasks, surfacing insights that would otherwise go unnoticed, and enabling specialists to focus on interpretation, decision‑making, and oversight.

As regulators become increasingly open to well‑governed AI adoption, organisations that invest now in governance, transparency, and explainability will be best positioned to scale responsibly. Modernising R&C end‑to‑end offers a step‑change opportunity to reduce costs, improve assurance, and transform these functions into strategic enablers of resilience and growth.

Reimagine risk and compliance with AI

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Andy Banks

Andy Banks

Partner, PwC Ireland (Republic of)

Louise Campion

Louise Campion

Director, PwC Ireland (Republic of)

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