ToguAI runs on-premise or in air-gapped environments, respects existing access controls, and produces source-linked answers your teams can verify.
Use the incident-response evidence package, include the containment timeline, and attach only documents the requestor is authorized to receive.
The restricted board folder was not used because this user does not have access to that source.
Permission boundary enforced before retrieval and again before answer generation. Interaction recorded in the local audit log.
Trust points buyers can inspect.
Each proof point explains a concrete operating behavior instead of asking visitors to trust a broad security claim.
Core question answering, retrieval, citation, and logging run inside the customer environment.
Identity and document permissions constrain retrieval before sensitive material reaches the answer.
Questions, sources, refusals, and policy decisions can be recorded for internal review.
Every useful answer links back to source material so teams can validate the result.
Product workflow
A short walkthrough demonstrates what users and administrators can expect from permission-aware document question answering.
Users ask natural-language questions over approved repositories.
ToguAI filters documents through role and policy boundaries.
Answers include source links so teams can verify the result.
Responses can omit or sanitize content outside the user clearance.
Local logs support security, legal, and compliance review.
Use cases
Each workflow focuses on the result a sensitive team needs while preserving permission boundaries.
Search case files, interviews, incident notes, and records while every statement links back to source material.
Ask across policies, legal guidance, and control documentation without widening access to restricted records.
Retrieve approved procedures, postmortems, and containment steps with citations and local audit history.
Give teams practical answers from internal documents while excluding content they are not cleared to see.
Security evidence
The homepage shows the essentials. The full architecture, deployment model, and review material live on the security page.
Documents, embeddings, outputs, and logs remain inside the customer-controlled environment.
Read moreIdentity, roles, attributes, and document access are applied before answers are generated.
Read moreQuestions, cited sources, refusals, and policy decisions can be reviewed internally.
Read moreFAQ
The homepage should answer the early questions from CISOs, IT architects, compliance leads, and procurement teams.
The supported model and runtime options are reviewed during evaluation so they can match sensitivity, hardware, and update constraints.
Sizing depends on document volume, concurrency, selected model, and deployment mode. A private walkthrough includes a sizing discussion.
Core offline operation is designed to keep documents, embeddings, outputs, and logs inside the customer-controlled environment.
