Public explainer

Methodology & Terminology

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How entries in the tracker are found, classified, and updated — written so a resident, journalist, or municipal staff member can understand why a municipality has a given status and what evidence would change it.

What this tracker is (and isn't)

What it is: An evidence-first index of publicly available AI governance artifacts produced by Canadian municipalities and related public bodies — policies, directives, council reports, procurement guidance, and related materials.

What it isn't: A legal opinion, a compliance audit, or an endorsement. We don't grade quality; we record whether governance evidence exists, what kind it is, and where to read it.

Status taxonomy

Every municipality is assigned one of four statuses:

Has policy (published)
A formally adopted, publicly accessible AI policy, directive, or equivalent governance artifact has been located and linked.
In progress
Public evidence exists that work is underway — council motions, staff reports, draft frameworks, RFPs, or pilot announcements — but no adopted policy has been published yet.
No policy found
A reasonable public search has not surfaced an AI-specific governance artifact. This is a description of the public record at the time of review, not a judgment about internal practice.
Unknown / not yet reviewed
The municipality has not yet been reviewed at the depth required to assign one of the above statuses.

What does not qualify as 'Has policy'

To keep the registry rigorous, the following items, on their own, are not enough to classify a municipality as having an AI policy:

  • A general privacy policy with no AI-specific language.
  • A news article saying AI is being explored.
  • A vendor announcement or press release.
  • A one-off pilot with no published governance artifact.
  • A council discussion with no adopted direction or motion.

Quality vs existence

A municipality marked "Has policy" is not necessarily being identified as having a strong, complete, legally sufficient, or best-practice policy. The status only means a public AI governance artifact was found.

Got AI Policy does not grade quality, completeness, or enforcement. Side-by-side comparison (/compare) and review (/policy-review) tools help users evaluate the substance themselves.

Evidence & verification

Every "Has policy" or "In progress" entry must point to an official artifact — a document hosted on the municipality's own domain, an agenda or council minutes package, or another primary public source. Secondary coverage (news articles, association write-ups) can support context but is never the sole source for a status.

AI-scouted

Initial discovery used automated search across municipal websites and public records. AI surfaces candidate documents and excerpts for review.

Human-verified

A reviewer has opened the linked artifact, confirmed it is the official document, and confirmed it matches the assigned status.

Human-verified entries are gated: the link, status, and excerpt have all been checked against the source document by a person.

Review cadence

Human-verified entries are periodically rechecked. High-interest or submitted entries may be reviewed sooner. The tracker should not be treated as real-time legal or compliance monitoring.

Municipality claim & profile confirmation

Municipalities may request updates, corrections, or official profile confirmation using the submission form. Municipal staff, residents, journalists, and researchers may all submit corrections. Submissions are reviewed against official public sources before a status is changed.

Submit proof or a correction

What would change a status

  • A link to a newly adopted policy moves an entry to Has policy (published).
  • A council report, motion, or draft framework moves an entry to In progress.
  • A corrected or updated portal URL replaces a stale link and is recorded in the entry's history.
  • New evidence that an existing artifact has been rescinded or superseded triggers a re-review.

If you have a source we missed, submit proof of policy. We add and credit verified submissions.

Updates & change history

For each entry we track:

  • Status changes (e.g. "No policy found" → "Has policy (published)")
  • Link changes (updated portal URLs)
  • Verification updates (Human-verified)

Notes on AI assistance

AI tools may assist with:

  • Summarizing long public documents
  • Extracting candidate excerpts for review
  • Translation support for bilingual materials

Final status assignment, excerpt selection, and link inclusion are reviewed by a human, and the official artifact remains the source of truth.

See also: How the platform itself uses AI — models, data inputs, oversight, and limits.