Building Safe, Compliant and Sustainable LLM Systems
LLM systems behave differently from traditional software and require layered safety, strong governance, observability, and architectural discipline to operate reliably and sustainably.
LLM systems behave differently from traditional software and require layered safety, strong governance, observability, and architectural discipline to operate reliably and sustainably.
Executives must treat LLMs as probabilistic systems requiring controls, governance, and new forms of oversight.
AI adoption is an organisational transformation requiring mandates, measurement, and redesigned processes.