Operating platforms & data systems

One operating platform for a 600,000-supporter organization.

Replaced seven disconnected tools with a single platform. Web and native mobile from one codebase.

operating platform
SpreadsheetsToolsRecordsVendorsRFT · OPERATING LAYERDataWorkflowIntelligenceGovernanceWeb + mobileAutomationReporting
Sector
Statewide membership org
Engagement
Multi-year build + operate
Stack
TypeScript · Next.js · Supabase · Expo
Status
Live in production

Context

A statewide organization with a supporter file in the hundreds of thousands was running on five-to-seven disconnected tools: multiple WordPress installs, two separate subscription systems, an off-the-shelf mobile app, and SaaS glued together with automation duct tape. No shared identity, no real organizing structure, no owned media. Engagement was, in their own internal words, an architectural “ghost town.”

What we built

We replaced the entire stack with one purpose-built platform: a TypeScript monorepo sharing a web and native-mobile core on self-hosted infrastructure. On a 184-table Postgres schema (460+ versioned migrations) it unifies a member social network with an algorithmic feed; a CRM that reconciles imported supporters against app users on one golden record; membership billing across card, Apple in-app purchase, and donations; a geographic organizing structure covering every county in its state with territory-aware access control; livestream and video; a learning-management system; gamified engagement; and governed AI content generation with a generate-then-detect-machine-tells-then-regenerate quality loop. The native iOS and Android apps, with GPS check-in, contacts import, push, and offline caching, ship from the same codebase and are live in both stores.

The value

  • One canonical supporter record replaced seven disconnected systems. The organization can finally trust a single number for membership, giving, and organizing.
  • Members on the new platform are worth 5.7× the legacy base annually, and native mobile puts the organization in members’ pockets instead of just their inboxes.
  • It passed a state data-privacy audit with territory-scoped controls. Compliance became a property of the system, not a scramble.
  • The organization owns the entire stack outright, with zero dependence on hosted Big-Tech platforms it could be removed from.
5.7×

member value vs. the legacy base

600K+

supporter file, one golden record

~$18k/yr

third-party SaaS retired (est.)

iOS + Android

native apps from one codebase

Client name and identifying details withheld by design. Every figure here is drawn from the system we actually delivered.

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