Proof of Usefulness Report

Finni Health

Analysis completed on 1/21/2026

+313
Proof of Usefulness Score
Certified Problem Solver

Finni Health is a verifiable Y Combinator (W23) company with $3.2M in Seed funding led by General Catalyst. The platform addresses a critical bottleneck in autism therapy (ABA) by empowering providers with independent practice management tools. While the project has significant real-world traction (operating in multiple states, ~50 employees), the submission itself contained hyperbolic and false claims (e.g., 'most people have used my product', 'audience: everyone'), which heavily penalized the Confidence and Response Quality scores. Despite the poor submission, the underlying business utility and market timing are strong.

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Score Breakdown

Real World Utility+113
Audience Reach Impact+48
Technical Innovation+56
Evidence Of Traction+64
Market Timing Relevance+48
Functional Completeness+1
Subtotal+330
Usefulness Multiplierx0.95
Final Score+313

Project Details

Project URL
Description
Finni Health equips care providers with tools that enables the absolute best ABA services.\n\nWe started Finni Health out of a passion to empower individual therapists. We recognize that ABA therapists have been taken advantage of by clinics for so long, and there needs to be a solution to help them truly fulfill their passion for ABA. Our theorem is that by mixing the best software with world-class business talent, we create an all-in-one solution to support every BCBA who wants to deliver meticulously great care to families.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline