AI Software Built for
Real Operational Needs

Three products shipped. Each one solving a specific, domain-deep problem - for churches, for engineers, for public-sector program managers.

Open Source
For water resources engineers

RAS Agent

An open-source Python pipeline that automates the full end-to-end 2D HEC-RAS hydraulic modeling workflow across a validated 10-stage process - terrain ingestion, watershed delineation, peak flow estimation, hydrograph generation, Cartesian mesh generation, headless Linux simulation on HPC, results extraction, SPHERE consequence and expected-annual-damage estimation, precipitation QC, and cloud-native GIS results export to GeoParquet and DuckDB.

The headless Linux engine is validated against the Windows HEC-RAS reference - reproducing computed water-surface elevations cell-for-cell across a full 2D unsteady simulation. A single command drives the whole cloud-to-HPC flow. 968 tests passing.

Internal Enterprise Tool
For public-sector program managers

CHAMP PM

Purpose-built program management for FEMA-funded flood hazard mitigation programs, used internally by the Illinois State Water Survey. Tracks grant budgets, timesheets, staff salary costs, project schedules, and pay equity using standard government accounting formulas. All calculations are deterministic - no AI is used in data processing. The software was developed using AI-assisted coding tools, but runs on conventional logic.

This is an internal ISWS tool and is not commercially available. Interested in something like this for your organization?

Need AI consulting or a custom solution?

Reep Works also offers AI consulting, strategy, and implementation services - including Digital Stewardship Advisory for churches. Let's talk about what's possible for your organization.