Verified knowledge infrastructure
Ask your business. Get the truth.
Impact AI Inc answers from your verified knowledge first. When the answer is not known, it says so.
Public audit · September 19, 2026 · Dataset licensed CC BY 4.0
Observed, recorded, published
Evidence before assertion.
Every headline result links to the recorded questions and responses. The dataset is open to inspect, share, and rerun.
The method
Generation is the fallback, not the front door.
Retrieve
A question is compared with the business’s approved answer set.
Verify
A confident match returns the stored answer without asking a model to invent one.
Bound
Only the long tail reaches AI, with verified Q&A supplied as its allowed context.
Decline
If the knowledge is not present, the assistant says it does not know.
Study design
Five cohorts. One recorded outcome for every question.
Responses were graded for correctness, fabrication, and time. Ten automated fabrication flags were manually reviewed; all were grader artifacts, not fabricated claims.
Comparative timing figures are project measurements, not independent third-party benchmarks. Test context and limitations remain attached to the published dataset.
AI safety · current record
The frontier is asking for stronger safeguards.
These statements concern frontier-model risk. They do not endorse Impact AI Inc. Our conclusion is narrower: a business front door should prefer verified answers over unconstrained generation.
“AI brings risks, and because it is such a powerful technology, these risks are serious.”
“We must use this precious window before AGI arrives to shape this technology for the benefit of all humanity.”
Plans
Begin with the proof.
All plans use the same deterministic-first method. Scale adds deployment, intelligence, and control.
Starter
Prove the method
- 1 active chatbot
- 100 AI interactions / month
- Verified Q&A matching
Professional
Deploy on your website
- 3 active chatbots
- 2,500 AI interactions / month
- Embedding, analytics, advanced NLP
Team
Run a fleet of assistants
- 10 active chatbots
- 10,000 included AI interactions
- Then $4 per extra 1,000
- Bring your own AI
Enterprise
Custom volume and SLA
- Unlimited chatbots, priced to your fleet
- Custom interaction volume
- White-label, on-premise, written SLA
Impact AI Inc