Andrew Templeton

I build AI systems that survive production and write about what works - and what doesn't - when technology meets capital discipline.

Currently at CSC Generation, an AI native, retail transformation, operations, and holding company.

Current Research

Quality gates for LLM agents. Using deterministic feedback to create gradient-descent-like behavior from stochastic processes.

Writing About

• Production AI - deployment, quality tiers, ROI
• Technical leadership in PE portfolio companies
• Quality systems and metrics topology