Where the Risk Actually Sits

Every sector treats AI governance differently — what counts as a real risk, who signs off on it, and which frameworks actually get referenced in a Board conversation. The breakdown below isn't generic: it reflects how AI governance plays out specifically for organizations in Government, from the challenges that show up first to the people who typically need to be in the room.

  • Public-sector AI adoption faces the highest transparency and accountability bar of any sector
  • Procurement cycles are long, but once secured, contracts are highly stable and reference-generating
  • Existing policy frameworks (federal Directive on Automated Decision-Making) set a governance floor most vendors underestimate
  • Algorithmic Impact Assessments are a formal federal requirement most departments have limited internal capacity to complete rigorously
  • Public accountability and access-to-information obligations mean AI governance failures are exposed publicly, not just internally
  • AI governance framework design compliant with public-sector transparency requirements
  • Algorithmic impact assessment support
  • Public-sector AI procurement advisory
Treasury Board Directive on Automated Decision-Making (federal)Provincial equivalents and emerging municipal AI policyAccess-to-information and transparency obligations specific to public-sector AI use
ISO42001
ISO/IEC 42001:2023

Artificial intelligence management systems — organizational accountability, AI policies, lifecycle governance, risk management and continuous improvement.

NISTAIRMF
NIST AI Risk Management Framework

The Govern, Map, Measure and Manage approach for identifying and controlling risks arising from AI systems.

PIPEDA
PIPEDA

Canadian federal privacy law governing the collection, use, disclosure and safeguarding of personal information.

View the full Frameworks Registry →

The stakeholders typically at the table for an engagement in this sector.

Chief Information Officer / CIO OfficePrivacy and Access-to-Information OfficeProcurement / Vendor ManagementDeputy Minister or equivalent executive sponsorAlgorithmic Impact Assessment reviewers