Proof of Usefulness Report

AiAware Corporation

Analysis completed on 3/8/2026

+28.88

Proof of Usefulness Score

You're In Business

The project concept of secure AI for public sector risk management is relevant, but the submission is severely lacking in substance. It contains contradictory information (targeting public sector vs. 'everyone') and grossly exaggerated, unsupported claims of traction ('most people have used my product'). The lack of verifiable technical details or credible metrics results in a low proof of usefulness score.

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Score Breakdown

Real World Utility+15.0

Audience Reach Impact+1.0

Technical Innovation+3.0

Evidence Of Traction+0.0

Market Timing Relevance+8.0

Functional Completeness+0.5

Subtotal+27.5

Usefulness Multiplierx1.05

Final Score+29

Project Details

Project URL

aiaware.ca

Description

Secure, on-premise or protected B cloud human in the loop Ai solutions to help public sector organizations manage risks.

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