Trust starts before the model answers

See who has access, trace answers back to their sources, and understand why each result was returned.

Platform

What you can see and verify

  • Each answer includes its source so you can trace its origin.
  • Permissions and logs show who viewed or changed something and when.
  • Checks during ingestion and at runtime help surface invalid or conflicting data.

What trust looks like

Knowledge² treats governance as a product feature. That means configurable behavior when evidence is missing, traceable access at every level, and defaults teams can tighten for their environment.

01

Access maps to your teams

  • Access is separated by organization, project, and corpus.
  • API keys and permissions control who can do what.
  • Roles define how people work together and manage shared content.
Team members with owner, admin, member, and viewer roles
02

Explicit behavior under uncertainty

  • Configure agents to abstain when the available evidence is insufficient.
  • Conflicting sources are surfaced, not silently resolved.
  • Usage and activity show what happened and who did it.
Generated answer with cited evidence and source passages
03

Security and safe defaults

  • URLs and content are checked before they are used.
  • Requests are rate-limited and protected during runtime.
  • Defaults provide a starting point that teams can tighten for their environment.
API keys with project and organization access scopes

What this looks like in a product

Answers show their source and access stays controlled

You can see where each answer comes from, and who is allowed to see it.

  • Users get evidence instead of unsupported answers.
  • Operators can see who has access and what changed.
  • Support teams can find and fix bad or missing results fast.

Example user experience

Travel guidance shows the policy it comes from and follows access rules

The answer is useful on its own, but it also points back to the policy it came from.

Question

Which approvals are required before a contractor can book international travel?

Grounded answer

Contractors need manager approval and finance approval before booking international travel. Trips above the set limit also require director sign off.

  • Visible to: Finance and HR roles
  • Source: Travel policy 2026
  • Source: Contractor handbook
  • Passage-level citations
  • Tenant-scoped access controls
  • Audit logging
  • Managed or private deployment

An AI that shows its work.

Cited answers. Controlled context. A clear path from evaluation to production.

Start freeTalk to our team