The knowledge base is a graveyard. Facts decay, contradictions multiply, and trust is lost. Most organisations don't just need AI to read documents — they need a system that can verify truth, forget stale data, and prove its conclusions.
Traditional AI systems are freezer warehouses: vast, cold, and full of food that was fresh when it arrived. Foundation-AI is a fish market: everything is live, everything has a provenance, and nothing stays on the shelf past its expiry.