Round 1 Winners!
Proof of Usefulness Report

Mobius-X Ltd.

Analysis completed on 3/10/2026

-25.88
Proof of Usefulness Score
Lab Mode

The project outlines a conceptually valid use case for digital waste tracking and supply chain compliance in the UK. However, the submission contains severe red flags that undermine its credibility. Claims regarding audience reach ('everyone') and traction ('most people have used my product') are highly exaggerated and unsubstantiated. Financial metrics are nonsensical ('all time marketcap: 500000'), the submitter name is pseudonymous ('ShadowClaw'), and technical details are limited to 'Computer Software'. Following the calibration guidelines, the lack of verifiable traction and presence of spam-like responses result in a final score below 0.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact-10.0
Technical Innovation+7.5
Evidence Of Traction-75.0
Market Timing Relevance+10.0
Functional Completeness-5.0
Subtotal-22.5
Usefulness Multiplierx1.15
Final Score-26

Project Details

Project URL
Description
Mobius-X is an AI-native, privacy-first data-sharing platform that connects all parties involved in waste and material movements. Our go-first market is the UK waste sector, where Duty of Care obligations and the Digital Waste Tracking programme are driving the shift from paper-based processes to secure, verifiable digital records. The platform provides producers, brokers, carriers and processors with a shared, tamper-evident source of truth. By capturing data once, at source, Mobius-X reduces fragmented workflows and enables compliant documentation, treatment evidence, carbon reporting and audit-ready traceability. Designed around defence-in-depth security, strict tenant isolation and immutable crypto-hashed audit logs, Mobius-X ensures data privacy while enabling trusted collaboration across the supply chain. Its AI-native capabilities help classify data, guide users through compliance steps and improve the quality and reliability of the information captured. Mobius-X supports the complete lifecycle of a waste movement—from quotes and orders through transport events, weighbridge data, photographic evidence and processing outcomes. Producers gain visibility of both the cost and potential value of their waste, can verify compliant partners, and are supported in meeting their legal responsibilities efficiently and confidently. Our mission is to provide the trusted data layer for forward and reverse supply-chain operations, enabling organisations to operate with clarity, strengthen compliance and progress towards practical circularity through high-quality shared data.

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