Proof of Usefulness Report

Lumman Ltd.

Analysis completed on 2/19/2026

+12

Proof of Usefulness Score

You're In Business

The submission for 'Lumman Ltd.' contains significant red flags and unverifiable claims. While the domain 'lumman.ai' resolves to a minimal 'Engineering Studio' placeholder page, the submission data—specifically the claim that 'most people have used my product' and a 'marketcap' of 500,000—appears to be erroneous or fabricated. The project appears to be an early-stage concept with no public footprint, product, or verifiable traction. The submission quality is extremely low, lacking specific technical details or credible business metrics.

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Score Breakdown

Real World Utility+15.00

Audience Reach Impact+0.00

Technical Innovation+5.00

Evidence Of Traction+0.00

Market Timing Relevance+25.00

Functional Completeness+5.00

Subtotal+50

Usefulness Multiplierx0.24

Final Score+12

Project Details

Project URL

lumman.ai

Description

Lumman focuses on real-world automation. Originally born as an internal R&D initiative inside a fintech company, Lumman evolved into an independent team solving practical business problems with applied AI. We work with founders, operators, and leadership teams to build systems that actually work — integrating AI where it delivers measurable impact. We specialize in: • End-to-end AI-powered workflows • Business ops automation • Autonomous agents for real tasks • AI strategy and integration • Fast-track prototyping & deployment Our clients range from startups to large enterprises across fintech, proptech, legaltech, and government sectors. Lumman is built for the in-between: where tools don’t fit and consultants don’t ship. We bridge business goals and technical execution from messy processes to working systems.

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