Where hard work meets clean code.
Frozen River Software started when I realized the tools I was building for myself could help others too. What began as a few scripts and experiments has turned into a growing collection of practical apps for tradespeople, small businesses, and anyone tired of juggling paperwork.
I’m not a big company — it’s just me (and a rotating cast of prototypes). But I take pride in building software that actually helps. Real‑world tested, clearly documented, and built with the same care I used to put into every install and service call.
What's shipping now
Focused on document intelligence — building the foundation for smarter paperwork.
Invoice & Receipt Scanner
Pre-Alpha • 35%AI-powered document capture that learns your business patterns. Currently building the foundation — depends on the learning system to work its magic.
- Document capture pipeline architecture
- OCR integration and data extraction testing
- Pattern recognition groundwork
- Mobile app foundation
- Learning system integration
- First alpha test builds
Aggregated Learning System
In Development • 60%The brain behind the scanner — AI that learns your vendor formats, categories, and patterns. Gets smarter with every document you process.
- Training algorithms on real invoice formats
- Pattern recognition refinement
- Vendor classification system
- Accuracy improvements
- Multi-document learning
- Export integrations
Shipping these two tools first, then expanding. Avoiding burnout by building focused, useful tools instead of trying to boil the ocean. Other projects (PDF measurement, job scheduling) resume once these launch.
Where things are headed
Building multiple tools, each at different stages. Here's what's cooking:
Invoice & Receipt Scanner
Pre-AlphaAI-powered document capture and organization. Depends heavily on the learning system to extract and categorize data intelligently.
Waiting on learning system, then mobile app and UX polish
Aggregated Learning System
In DevelopmentCore AI engine that learns your business patterns, vendor formats, and data structures. Foundation for intelligent document processing.
Training on real-world documents, refining accuracy and pattern recognition
PDF Measurement Tool
Working BetaDesktop app for measuring scaled drawings. Core functionality works but needs UI polish and integration with other tools to add value.
UI redesign, then integrate with takeoff and estimation workflows
Job Scheduling App
On HoldComprehensive job management system with scheduling, dispatch, and crew coordination. Paused to avoid burnout and ship focused tools first.
Resume after document tools launch with real user feedback and lessons learned
Want to test early builds or have feedback on priorities?
Volunteer for pilotLatest Updates
This month: fixed 12 bugs, broke 8 new things, progress net = +4.