Insights
Perspectives on building AI products, designing automation, and engineering systems that work in production.
AI Strategy
Custom AI vs Off-the-Shelf AI: When to Build and When to Buy
Most businesses don't need to build custom AI. But when they do, the decision between building and buying determines whether AI becomes a competitive advantage or an expensive experiment.
2026-07-15
8 min read
AI Engineering
Human-in-the-Loop Automation: Designing AI Systems That Earn Trust
The most successful enterprise AI deployments share one pattern: they keep humans in the loop for decisions that matter. Here's how to design automation that teams actually adopt.
2026-06-28
6 min read
AI Engineering
RAG Architecture for Enterprise Knowledge Search
Retrieval-Augmented Generation has become the default architecture for enterprise AI search. But most implementations fail at retrieval quality — the part that actually determines whether users get useful answers.
2026-06-10
10 min read