Building a digital public service with AI from day one: what changes

When you start a digital project in the service of the public in 2025, artificial intelligence is no longer a late add-on: it's part of the workshop from day one. At iCivic, we chose this approach to build a tool that helps Outaouais residents plan their visits to public services. Here's, concretely, what that changes — for the team building it, and above all for you using it.

A shorter development cycle, without sacrificing rigour

Building a civic app means juggling several requirements: reliability, respect for privacy, accessibility, and clear French. AI, used as a design copilot, lets us test hypotheses faster. We can sketch an interface, compare it to recognized accessibility principles, and iterate in a few hours rather than a few weeks.

That gain in speed is only useful if it's kept in check. At iCivic, every decision that touches your data or the quality of the information displayed is reviewed by a human. AI proposes, the team decides. This lets us, among other things:

• rewrite interface messages in a clear, local French;
• check the consistency of labels across screens;
• document technical choices as we go, rather than after the fact;
• explore several usage scenarios before writing final code.

More useful data to plan your visit

Wait times at public services aren't just numbers. They depend on the time of day, the day of the week, the season, and local factors specific to Gatineau and neighbouring municipalities. An emergency room doesn't have the same rhythm on a Monday morning as on a Saturday night. A service counter doesn't see the same clientele at the start of the month as at the end of a quarter.

AI helps shape these patterns so the information displayed is legible at a glance. The goal isn't to predict the future with certainty — no one can do that — but to give you a reliable order of magnitude to decide:

• whether it's worth leaving now or waiting an hour;
• which nearby service point is likely to be calmer;
• when in the week to schedule a non-urgent task.

These benchmarks are especially useful for families with young children, caregivers, shift workers, and anyone who has to deal with transportation to get around the region.

Privacy stays at the centre, not on the edge

Using AI to design a civic tool doesn't mean loosening privacy principles. On the contrary: the more powerful technologies become, the stricter the starting posture must be. iCivic doesn't send your GPS location to its servers. The reports you can make about conditions at a service point are anonymous.

This framework is thought through from the design stage, not tacked on at the end. Concretely, that means every new feature goes through a simple question: do we really need this data to serve you? If the answer is no, we don't collect it. AI helps us spot more quickly the cases where a piece of data could be avoided or processed locally on your device.

A tool that learns from its community

A civic app is never finished. The habits of the Outaouais population evolve, service points change their hours, new needs emerge. AI-assisted development lets us stay responsive without making users wait months for each improvement.

What matters, in the end, is your real experience. A wait avoided, a trip better planned, an evening spent with family rather than in a waiting room. That kind of concrete impact guides every one of our design decisions.

If you live in the region and want to try this approach, open iCivic before your next visit to a public service. You'll quickly see whether the information displayed helps you organize your day better — and if it does, your anonymous reports will help improve the tool for your neighbours.