Kingdom Come

Predictive formation intelligence for teams shaping resilient ministry leaders.

10
tests
4
formation engines
100%
open source

Run the core formation loop

Exercise common cases and edge cases against the same FastAPI endpoints your integrations will call.

Dropout risk

Awaiting signal.

Adaptive curriculum

Awaiting calling.

Class orchestration

Awaiting groups.

Ministry outcomes

Awaiting outcome.

Live AI mentor

Awaiting message. disconnected

API-first by design

Every UI action calls a documented JSON endpoint. Use the browser workbench for demos, then plug the same contracts into your LMS, cohort dashboard, or reporting pipeline.

POST /predictive/dropout-risk
POST /curriculum/recommendations
POST /orchestration/actions
POST /outcomes
GET  /health

Built for contributors from day one

Bring better models, stronger pedagogy, accessibility improvements, deployment recipes, and field-tested ministry outcome measures. The public repo includes tests, templates, and a roadmap so useful contributions have a clear path.

Contribute on GitHub