Proof of Usefulness Report

Mithril Security

Analysis completed on 1/25/2026

+62
Proof of Usefulness Score
You're In Business

Mithril Security is a legitimate, innovative startup (Y Combinator backed) addressing critical AI privacy concerns with confidential computing (SGX enclaves). However, the project submission itself is of extremely poor quality, containing blatantly false claims (e.g., 'most people have used my product', audience is 'everyone') and missing financial data. While the underlying technology and market timing are strong, the score is heavily penalized by the lack of verifiable evidence provided in the input and the inaccuracy of the traction claims.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+4.0
Technical Innovation+12.75
Evidence Of Traction+5.0
Market Timing Relevance+9.5
Functional Completeness+0.25
Subtotal+54
Usefulness Multiplierx1.15
Final Score+62

Project Details

Description
Mithril Securityis in the Cybersecurity Industry

Algorithm Insights

Market Position
Growing utility with room for optimization
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