Proof of Usefulness Report

Aware Technologies Limited

Analysis completed on 2/20/2026

+286
Proof of Usefulness Score
Gaining Momentum

The submission for 'StarClaw' (Aware Technologies Limited) presents a stark contrast between a low-quality user input and a high-utility real-world project. While the user input contains significant factual errors (claiming 'everyone' as audience, 'marketcap' for revenue, and the name 'StarClaw'), external verification confirms 'AwareTag' is a legitimate UK-based IoT/AI company. They have secured credible B2G traction with Leeds City Council and GovTech Catalyst grants to address critical social housing issues like damp and mould (Awaab's Law). The score benefits heavily from high Real-World Utility and Market Timing but is severely penalized for the poor quality of the submission and the early, pre-scale nature of their traction compared to established brands.

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Score Breakdown

Real World Utility+18.75
Audience Reach Impact+1.0
Technical Innovation+6.0
Evidence Of Traction+3.0
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+37
Usefulness Multiplierx0.77
Final Score+286

Project Details

Project URL
Description
We are an AI, IoT sensors and product design company. Our mission is to put people at the centre of technology and give everyone the confidence in data to make the right choices for the environment.Net zero, Decarbonisation, AI, ML, Machine, Learning, DigitalTwin, Energy, Efficiency, IoT, UCD, People, Centred, Design, Decent, Homes, Retrofit, PAS2035, ethics, data, agency, Fuel, Poverty, Disrepairs, Social, Housing, Tenant, Engagement, Green, Doctor, CSE, Leeds, City, Council, GovTech, Catalyst, Digital, Catapult, Leeds, University, Disruptive, Innovation, Network, DIN, Business, West

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