STEP 01
MVP: validated the product with a focused first version
We started with a Lean Model Canvas to structure the idea and validate its core value proposition before writing a single line of code. This was paired with a competitors analysis and research into similar data solutions to identify what the market was missing. We then ran user interviews with sales and marketing teams to understand how they currently qualify contractors, mapped out the key user flow around search, scoring, and filtering, and built the first version on top of it — putting a working product in front of real users to validate the concept.
STEP 02
Product foundation: build a stable, scalable platform
We optimized the database to handle a large, growing volume of contractor data while keeping search fast, built a proprietary scoring mechanism to help teams prioritize contractors, and integrated Mapbox to visualize data geographically. The result was a production-ready SaaS platform with an interface that makes complex data easy to search, categorize, and export.











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