Traditional databases weren't designed for how AI agents query information. This would optimize for semantic similarity searches and rapidly changing contexts.
Launch with hosted cloud version and generous free tier. Monetize through compute and storage scaling.
Start with basic vector search before adding agent-specific features.
Risk is major cloud providers quickly copying the approach.