Round 1 Winners!
Proof of Usefulness Report

USEncryption

Analysis completed on 3/18/2026

+88
Proof of Usefulness Score
You're In Business

The project targets a relevant market addressing data privacy in AI via Privacy-Enhancing Technology. However, the submission contains severe credibility issues. Claims that 'most people have used my product' and that the audience is 'everyone' are highly implausible for an enterprise security tool with a stated market cap of 2,500,000. The lack of verifiable traction and vague metrics results in severe penalties, classifying this project in the minimal traction bracket.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+37.5
Audience Reach Impact+0
Technical Innovation+15
Evidence Of Traction+0
Market Timing Relevance+40
Functional Completeness+0
Subtotal+92.5
Usefulness Multiplierx0.95
Final Score+88

Project Details

Project URL
Description
USEncryption unlocks value from confidential data, while maintaining privacy and security. Privacy and security concerns require confidential data to be protected, typically locked in silos – they unintentionally block valuable, even life-saving insights. McKinsey estimates that open data could unlock up to $5 trillion in economic value per annum. We created and patented a new Privacy-Enhancing Technology to process encrypted data, and enable confidential data sharing. The data is shared in encrypted format to allow an untrusted party to extract insights without having to decrypt first. Use cases include training machine learning models on encrypted data, which could feed new AI models with bigger datasets, but not compromise the confidential data in them.

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