CivicPulse

An evidence-backed municipal capital and infrastructure intelligence initiative, currently running a closed feasibility spike on authoritative municipal data.

Business or technical problem

Municipal capital and infrastructure data is fragmented across budget documents, audited financials, provincial indicators and GIS, which makes cross-source capital intelligence hard to reproduce.

Solution

An evidence-first feasibility spike (CP-000) that transforms authoritative municipal data into traceable capital observations under explicit truth classes, with a documented decision to avoid production application architecture during the feasibility phase.

Verified functionality

• Evidence-first data lineage
• Municipal capital intelligence
• Multi-source observation tracking

Verified technology stack

Python

Evidence

README describes the CP-000 Leduc feasibility spike and the evidence-first principles.

Project classification: founder-led. Founder-led projects are not presented as Stewsac Inc. client engagements.