Hybrid retrieval
Semantic vector search and exact keyword retrieval find relevant evidence across approved documents.
Private business knowledge product
Answers your team can verify.
Give staff and clients fast answers from approved policies, SOPs, product documentation, and support knowledge. Every supported answer cites evidence; weak evidence is refused.
Production controls, not chatbot theatre
Cited answers
Answers identify their supporting chunks. Missing or invalid evidence produces an explicit refusal.
Private scope
Server-derived client scope prevents users from selecting or querying another client's knowledge base.
Measured quality
Retrieval hit rate, reciprocal rank, citation validity, refusals, latency, and confidence are measurable.
Included onboarding
One approved text knowledge base
Document cleaning, chunking, and indexing
Private client access and founder controls
Cited-answer interface and confidence signals
Initial evaluation set and quality report
Production configuration and handover
Not included
Unlimited usage, free model tokens, legal or compliance certification, automatic trust of uploaded content, unrestricted web crawling, custom integrations, and guaranteed zero model error are not included.
Delivery begins after payment, source approval, and written onboarding scope.
Start with one valuable knowledge workflow.
Customer support, employee SOPs, product operations, sales enablement, or controlled policy access.
Discuss the paid deployment