Round 1 Winners!
Proof of Usefulness Report

MIforAll

Analysis completed on 3/17/2026

-13.8
Proof of Usefulness Score
Lab Mode

The submission contains severe red flags, including implausible claims of reach ('everyone') and traction ('most people have used my product'). Conflating monthly revenue with 'all time marketcap' suggests either misleading crypto tokenomics or falsified data. The project describes a generic data science consulting firm with zero evidence of proprietary technical innovation or verifiable scale, warranting a sub-zero score as per the calibration guidelines.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact-5.0
Technical Innovation+0.75
Evidence Of Traction-10.0
Market Timing Relevance+1.0
Functional Completeness-1.25
Subtotal-12
Usefulness Multiplierx1.15
Final Score-14

Project Details

Project URL
Description
Machine intelligence for making the universe a better spacetime! We are data science practitioners with subject matter expertise in multiple industries such as Financial Services, Media, Digital Marketing, Security software, Healthcare, and Telecom. We use predictive methods to derive insights and provide robust decision making capabilities. Our mission is to bring the benefits of machine intelligence to enterprises. Examples: - Understanding how machine intelligence can help you compete better in the marketplace. - Planning and implementing data science methods to improve decision making across the enterprise. - Using machine learning to optimize business processes with applications in sales, marketing, operations, and finance. - Implementing predictive analytics for increasing business value with applications in sales, marketing, product management, and pricing.

Algorithm Insights

Market Position
Early stage requiring focused development
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