Proof of Usefulness Report

Sophrosyne Technologies

Analysis completed on 2/4/2026

+415
Proof of Usefulness Score
Certified Problem Solver

Sophrosyne Technologies appears to be a legitimate, venture-backed deep-tech startup based in Bengaluru, developing AI-enabled semiconductor solutions for healthcare. External verification confirms a recent $2M Seed funding round, contradicting the submission's lack of detail. However, the submission itself is of extremely poor quality, containing demonstrable falsehoods (claiming 'most people' have used the product, listing team size as 0, and mislabeling funding as market cap). The score reflects the high potential and verified funding of the actual company, heavily penalized for the incoherent and inaccurate submission data.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+1.5
Technical Innovation+12.75
Evidence Of Traction+5.63
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+48.13
Usefulness Multiplierx0.86
Final Score+415

Project Details

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