Insights
Ideas from the front lines of enterprise AI delivery
Notes on strategy, architecture, and implementation patterns for teams building AI systems that need to work in production.
Strategy
April 2026•6 min read
How enterprise AI roadmaps fail—and how to keep them tied to value
A practical framework for prioritizing AI initiatives around operating leverage, not novelty.
Engineering
March 2026•8 min read
Designing agent systems with control, auditability, and trust
The architecture patterns we rely on when autonomous workflows touch real business systems.
GenAI
February 2026•5 min read
The retrieval metrics that actually predict enterprise AI performance
What we measure before launch to reduce hallucinations and improve answer quality at scale.