Skip to main content
PALOPALO FRAMEWORK

Open governance practice

Governance improves when the evidence is challenged.

Meet collaborators and partner organizations supporting responsible AI governance through open collaboration, rigorous peer review and accountable implementation.

Explore the repository Find a contribution route

Open interoperability proposal

PALO and Microsoft Agent Governance Toolkit

A public proposal maps PALO evidence objects and decision gates to Microsoft Agent Governance Toolkit concepts. It is an interoperability contribution for review, not a Microsoft endorsement or a completed integration.

Review boundary

Adopters must validate mappings, control ownership and implementation behavior in their own environment before relying on them.

Read the proposal Open the discussion
Workflow showing PALO evidence and governance concepts mapped to the Microsoft Agent Governance Toolkit proposal
Public proposal workflow. Source review and local validation remain required.

Open roles

Where specialist review strengthens PALO

Contribution routes are organized around concrete review responsibilities. Role titles describe collaboration needs, not employment offers or formal appointments.

Open Source Community Lead

Coordinate issue triage, contributor onboarding, review cadence and inclusive participation practices.

Ethics and Policy Advisor

Challenge policy mappings, rights impacts and claims that could overstate legal or ethical authority.

Technical Documentation Lead

Improve implementation guidance, traceability and the clarity of evidence and boundary statements.

Data Privacy Specialist

Review data handling, minimization, retention and privacy risk across governance workflows.

AI and ML Research Advisor

Test assumptions, research methods and operational claims against current technical evidence.

Peer Review Committee

Conduct structured, conflict-aware review of major releases, methods and public evidence claims.

Contribute

Bring evidence, critique or implementation experience

Open an issue or proposal with a clear problem statement, source trail, authority boundary and the artifact you want to improve.

Contribute on GitHub Contact the maintainers

Partner routes

Build a review relationship

  • AcademicMethods, empirical studies and reproducibility.
  • IndustryImplementation feedback and sector-specific evidence.
  • StandardsTerminology, mapping quality and assurance boundaries.
Discuss a partnership