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Arunita
Roy
Technical Lead
Financial Conduct Authority
Arunita is a seasoned Technical Lead with deep expertise in strategy, data, and machine learning, focused on enhancing regulatory and financial data analysis. With cross-jurisdictional experience across EMEA and APAC, she designs secure, innovative systems that align with organizational culture not just data trends. Passionate about inclusive innovation, Arunita also mentors aspiring STEM and data science professionals and welcomes opportunities to inspire the next generation.
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02 December 2025 12:30 - 13:00
What compliance ready AI looks like under the hood
Compliance isn’t a checkbox it’s an architectural decision. In this session, Arunita breaks down how teams can design AI systems that are compliant by default, not by patchwork. From model audits and traceability to permissioning, logging, and robust data handling, get a behind-the-scenes look at what it actually takes to build AI that stands up to regulatory scrutiny. Key takeaways: → Core infrastructure patterns for auditability, transparency, and access control. → How to embed compliance considerations into your AI development lifecycle from day one.