The challenge
Informal work runs on cash and untracked hours: contractors pay for hours not worked and workers have no verifiable history.
AI
MVP to track productivity and informal jobs in the US with AI.

You Might Need Work is an MVP for the Utah construction market that connects contractors with informal workers and validates hours and payments automatically.
Informal work runs on cash and untracked hours: contractors pay for hours not worked and workers have no verifiable history.
A digital arbiter: AI reads job descriptions to match skills, the timer only runs inside the job-site geofence and payment is released against photo evidence. Asynchronous FastAPI backend and a native Flutter mobile app.

7GemsAI real estate analysis: search properties in plain English and model their cash flow.

Civil IntelligenceAI that evaluates a parcel's development potential: zoning, environmental risk and feasibility.

Science-based technology products: data, AI and behaviour analysis for people's performance and wellbeing.
Tell us your idea and we will turn it into an engineering plan.