Understanding AI limitations

Hallucination risk, verification, and prototype features.

AI agents reason over models and retrieved context. They can be wrong — especially when knowledge is missing, integrations are not connected, or the scenario is illustrative rather than live data.

Verify before you act

  • Treat proposed fixes, rollbacks, and customer quotes as drafts until a human validates them.
  • For prices, availability, and bookings — always confirm against connected sources.
  • The homepage Dave Doctor demo is simulated — not evidence of live system access.

Next steps

Read FAQ and Business knowledge and FAQs.