City needs, matched to the right providers.

An AI-assisted marketplace connecting municipalities with registered technology providers.

Key results

2 days

to a working proof of concept

6,600

lines of code in the proof of concept

Approved

by the client's board

Challenge

Scale the matching of municipal needs with private providers beyond what manual review of free-text requests allows.

Solution

An Experience Cloud portal where cities submit structured needs with an AI assistant, and registered providers respond to the needs that fit their solutions. One dashboard to follow every project.

Delivery

Claude Code built the proof of concept and leads the implementation. The embedded assistant runs on Claude within Salesforce.

Outcomes

Structured needs in place of free text
Providers alerted to the needs that fit their offer
Every project tracked from one dashboard

Engineering record

Every application delivered, with its lines of code.

9,987

lines of code

commits

co-authored with Claude

Municipal needs marketplace

9,987

Figures as of October 5, 2026, drawn from source control. Lines of code cover source files only.

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