Demos are easy. Production AI is hard. Here is what we have learned building AI features for enterprise clients.
The three pillars:
1. Evaluation — define what "good" means before you build.
2. Cost control — cache aggressively, route intelligently.
3. Safety — guardrails, fallbacks, and human-in-the-loop where it matters.
We cover RAG pipelines, semantic search, LLM agents, and how to measure them.