Radha Mamillapalli
Healthcare & BFSI transformation leader · GenAI & Agentic AI architect
I have spent 25+ years running large application portfolios and transformation programmes for global banks and insurers. Since 2024 my focus has been GenAI, RAG and Agentic AI product strategy — architecting a multi-agent fraud investigation platform for banking and an explainable claims decision copilot for health insurance.
Experience that earns the room
The Autonomous Financial Layer
A practitioner's view of how agentic systems will re-architect financial and insurance operations — and what governance must exist before they do.
Part I — The shift
- From workflow to agency
- Where automation stalls
- The trust deficit
Part II — The architecture
- Retrieval as memory
- Agent orchestration
- Explainability by design
Part III — The operating model
- Controls and audit
- Talent and change
- Scaling economics
AI you can defend in front of a regulator
The organisations that win with AI will not be the ones with the most pilots. They will be the ones whose systems can explain themselves, log their reasoning and improve under measurement. That is the standard I build to on every engagement.
Ready to move AI from pilot to production?
Book a free 30-minute consultation to review your highest-value use case and its governance path.