Sectors · Municipal services

AI for cities, regions and municipalities.

Permitting, records and resident services for municipal governments — practical tools that small teams can run without a data-science department.


The constraints

A city has the public’s full attention and a fraction of the budget. Municipal teams need tools that work with the systems they already have, cost what a council will approve, and can be explained at a public meeting.

  • Lean teams

    Few in-house engineers, so systems have to be simple to run and easy to support.

  • Municipal privacy law

    MFIPPA in Ontario and its equivalents elsewhere govern resident data and records.

  • Public accountability

    Decisions and contracts are debated in public; the technology must be explainable there too.

  • Existing platforms

    Permitting, ERP and 311 systems already in place that cannot be replaced to add AI.


What we build

Where AI earns its place. Tasks with a measurable cost today, where a person stays accountable for the outcome.

  • Permit and application review

    Checking applications for completeness against bylaws before a planner picks them up.

  • 311 and resident enquiries

    Answering common questions and routing the rest with the details already captured.

  • Council and records search

    Finding decisions, minutes and bylaws by meaning, not file name.

  • Translation and plain language

    Resident communications drafted in plain language and translated for review.


Frameworks we design to

The rules your auditors use. Each one shapes the design from the first workshop, not a checklist at the end.

MFIPPA and equivalents
Resident information handled to the municipal privacy act that applies.
Records retention bylaws
Logs and outputs retained and disposed of on the municipality’s schedule.
AODA / accessibility standards
Resident-facing tools built to WCAG 2.1 AA.
Open data policies
Data published or shared in open formats where the municipality’s policy calls for it.


Talk to the team that builds it.

Briefings are technical, run by the engineers who would deliver the work, and held under NDA where needed.