Proof of Usefulness Report

Smartegrators Ltd.

Analysis completed on 2/21/2026

+38
Proof of Usefulness Score
You're In Business

Smartegrators Ltd. appears to be a legitimate but small academic/consultancy hybrid specializing in Smart Grid and ML solutions, founded by a researcher at Western University. However, the project submission suffers from severe hyperbole (claiming 'everyone' as the audience and 'most people' have used the product) and confusing financial metrics ('all time marketcap: 500000'). While the underlying technology (GANs, synthetic load patterns) is innovative, the submission fails to accurately represent the business's actual scale, which appears to be a niche B2B consultancy with modest revenue over 9 years.

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Score Breakdown

Real World Utility+60
Audience Reach Impact+5
Technical Innovation+70
Evidence Of Traction+10
Market Timing Relevance+80
Functional Completeness+10
Subtotal+35.5
Usefulness Multiplierx1.08
Final Score+38

Project Details

Project URL
Description
Smartegrators (Smart+Integrators) Ltd combines both IoT and Data Analytics to smartify residential, commercial and industrial assets. Established in 2015 as a low voltage installer of security and automation panels (e.g. Honeywell Lyrics), Smartegrators lately expanded as a machine learning (ML) specialist to empower various industries.

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