AI Engineering
LLM Provider Risk Management for Regulated Industries
Dipankar Sarkar explains LLM provider risk management for banks and financial services. The Trust Boundaries Model and Multi-Provider Strategy for regulatory compliance.
9 min read
AI Engineering
Defence in Depth for AI Agents: Kill Switches, Circuit Breakers, and Control Layers
Dipankar Sarkar explains defence in depth for AI agents in financial services. The Five-Layer Control Framework and Kill Switch Architecture for production AI safety.
9 min read
AI Engineering
AI Agent Governance for Financial Services: The Complete Framework
Dipankar Sarkar explains AI agent governance for banks and financial services. The Tiered Governance Model and Three Lines of Defence framework for regulatory compliance with SS1/23, Consumer Duty, and SM&CR.
9 min read