Mission Management Company
An AI parcel classifier and automated audit reports, designed and built by Brian as CTO.
Challenge
Church organizations needed to assess, classify, and plan for property portfolios across dozens of locations, with data instead of case-by-case judgment.
Solution
As CTO, Brian designed and built the platform behind the Rapid Renewal Framework. It includes readiness surveys of up to 78 questions for pastors, financial managers, and leadership teams, the MMCo Score for financial, organizational, and property readiness, automated 20-page audit reports, and a classification engine that scores every parcel by property potential and community impact, drawing on census data within a 1.5-mile radius and the Claude API.
In production. Church leaders use the scores and reports to decide what to do with their properties, and Brian continues as CTO.
- Client
- Mission Management Company
- Sector
- Enterprise & National
- Role
- Chief Technology Officer
- Built with
- Next.js, Neon Postgres, Claude API, Google Maps API, Vercel, GIS and TMK parcel data