Public sector
Three Québec municipalities · One Nevada county
Territory, assets and AI readiness for local government.
GIS integration, asset management, assessment data and AI training — the groundwork for Oh My Gov!
Key results
1
annual software licence
157
commits in five days
2 weeks
asset-management proof of concept
Challenge
Bring each city's territory into Salesforce — mapped zones, municipal assets, assessment data — and prepare a county's small businesses for AI.
Solution
An ArcGIS integration inside Salesforce, licensed annually. A two-week asset-management proof of concept on Field Service. Assessment-roll data prepared from the provincial standard. A hands-on AI workshop for business owners.
Delivery
Our first engagements with Claude: analysis, specification and data preparation, then Claude Code from the asset-management sprint onward.
Outcomes
- Map zones linked to the city's own records
- Assets, maintenance plans and work orders on Field Service
- The foundation of the Oh My Gov! suite
Engineering record
Every application delivered, with its lines of code.
18,133
lines of code
225
commits
93
co-authored with Claude
GIS map integration
10,035
Municipal asset management
8,098
Assessment-roll data
Advisory engagement
AI for small business
Advisory engagement
Figures as of October 5, 2026, drawn from source control. Lines of code cover source files only.
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