From the team building the enterprise decision layer that AI agents need. Lessons from Fortune 100 deployments, architecture deep dives, and the future of context engineering.
Foundation Capital called context graphs "AI's trillion-dollar opportunity." We've been deploying them. Here are the hard-won lessons from 3 enterprise deployments that achieved 96%+ decision accuracy.
Your enterprise has 10 AI pilots. None are in production. The problem isn't the models, the data, or the team. It's context fragmentation — and almost nobody is talking about it.
RAG gets you to 70-80% accuracy. Enterprise decisions need 95%+. Here's why structured context graphs outperform retrieval — and when to use each approach.
Stop building agents on fragmented context. Start with the infrastructure layer that makes AI actually work.