Governed Intelligence Infrastructure

Deterministic rendering and audit infrastructure for governed AI

CAM Protocol turns AI output into structured, reviewable artifacts—built for verification, traceability, and jurisdiction-aware deployment.

The bottleneck isn't generation. It's authority.

Models draft in seconds. Institutions still need to know:

  • Who authorized this?
  • What constraints were applied?
  • What changed, and why?
  • Can we replay it under audit?
  • Does it respect jurisdiction and consent?

Traditional output

  • • Text blobs
  • • Post‑hoc review
  • • Manual interpretation
  • • Fragile audit trails

CAM Protocol output

  • • Structured artifacts
  • • Constraints during production
  • • Built-in traceability
  • • Reproducible rendering

From draft to deployment

01

Produce

Generate structured artifacts aligned to policy and approval workflows.

02

Review

Constraints applied during production — review happens earlier, not after.

03

Deploy

Artifacts logged, replayed, and governed where auditability is required.

A governed intelligence stack

Protocol infrastructure, knowledge stewardship, and diff-native publishing.

CAM Protocol

Governed output infrastructure for verification, auditability, and reproducible rendering.

Indigipedia.ca

A community-first initiative focused on knowledge stewardship, consent, provenance, and respectful representation—especially where traditional knowledge requires governance, not extraction.

DiffPub

Diff-native publishing infrastructure for multi-artifact outputs: versioning, provenance, editorial governance, and durable change history—built for the era where both humans and AI systems read your work.

FAQ

Is ZiiBii a model provider?+

No. ZiiBii builds protocol infrastructure around model output. CAM Protocol is designed to work across model providers and deployment environments.

Do you guarantee correctness?+

No. CAM Protocol does not claim perfect correctness. It is designed to support verification, traceability, and reproducible rendering so outputs can be reviewed and governed.

What is a "structured artifact"?+

A reviewable representation of an output designed for governance: constraints, provenance, audit trails, and reproducible rendering—rather than a single opaque text block.

Is this just post-processing?+

No. CAM Protocol is designed to apply constraints during production so governance happens earlier—before deployment and sign-off.

View all questions →

Work with ZiiBii

High-stakes or regulated environment? Governance blocking adoption? Let's talk.