Can GenAI Become a Trusted Compliance Tool?

February 12, 2026

📝Editor’s Note

This week highlights a shift in compliance tech focus: trustworthy AI. As generative AI tools move from experiments into daily use, compliance teams face growing pressure to ensure explainability, governance and human accountability — not just speed and scale. The real test will be ethics meeting enterprise risk.

Can GenAI Become a Trusted Compliance Tool?

Generative AI is rapidly moving beyond pilot projects into real compliance workflows, but trust remains the biggest hurdle before it can become truly reliable on compliance teams’ desks. Compliance leaders see value in AI’s ability to interpret complex regulations and assist with documentation, reporting, and risk insights. However, concerns around explainability, accountability, and defensibility persist. GenAI outputs can help with regulatory change tracking and interpretation, but if regulators or auditors cannot trace how conclusions were reached, firms risk compliance gaps and legal challenges. Experts argue that GenAI must be treated as a governed assistant, with human oversight ensuring that every output can be explained and audited. AI’s role should support decision-making, not replace compliance judgment or accountability. For compliance functions to trust GenAI, firms need clear governance frameworks, robust validation practices, and transparency in how models produce results. These elements help build confidence among stakeholders and regulators alike.

Key takeaway: GenAI’s future in compliance hinges on explainability and human-in-the-loop governance, not just automation potential.

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âś… Best Practice Spotlight

Foundations for Strong Compliance Programs

  1. Embed compliance checks early in product design and operational workflows.

  2. Standardize documentation templates and reporting protocols to reduce errors.

  3. Establish clear lines of responsibility for compliance ownership across teams.

  4. Align compliance KPIs with business goals to reinforce accountability.

  5. Conduct regular tabletop exercises to test response plans before violations occur.

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🛠️ Tool of the Week

Zluri SaaS Compliance Platform

Zluri is a platform that helps organizations manage SaaS compliance and reduce risks associated with sprawling software usage. It offers a central dashboard that gives visibility into all SaaS apps in use, helping compliance and IT teams enforce policies and prevent shadow IT. Automation features handle tasks like onboarding/offboarding, usage monitoring, and reporting, which reduces manual work and improves audit readiness. Because Zluri unifies SaaS compliance data and workflow automation, it supports both internal controls and external audit requirements.

Key aspects of Zluri

  • Comprehensive SaaS visibility allows teams to see sanctioned and unsanctioned tools.

  • Automated compliance tasks free staff from repetitive checks.

  • Real-time insights and reporting support audit processes and regulatory obligations.

  • Policy enforcement tools help flag non-compliant apps or access patterns.

  • Scalable for companies with growing SaaS portfolios.

🌟 Leader Spotlight

Pinterest Layoffs Impact Compliance Conversations

Pinterest recently laid off employees, including two compliance-adjacent professionals at a smaller startup after departing the company. This move has sparked discussion around how organisational shifts affect compliance leadership and continuity in smaller firms. Compliance roles are often lean, and losing one or two key people can have an outsized impact on governance effectiveness, especially in startups without deep back-office structures.

🗳️ Your Compliance Take

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