Proof of Usefulness Report

Know-Flow Ltd.

Analysis completed on 2/18/2026

+32
Proof of Usefulness Score
You're In Business

The project represents a legitimate UK-registered entity (Know-Flow Ltd) focusing on HR and skills mapping. However, the submission is severely compromised by demonstrably false claims (e.g., 'most people have used my product', audience is 'everyone') and confusing financial metrics ('marketcap' listed as revenue). While the problem space (skills gap) is relevant, the lack of verifiable traction and the low quality of the submission data result in a minimal score.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+4.8
Evidence Of Traction+1.25
Market Timing Relevance+7.5
Functional Completeness+0.5
Subtotal+30.05
Usefulness Multiplierx1.08
Final Score+32

Project Details

Project URL
know-flow.ai
Description
Know-Flow, an AI-powered platform enabling skills transfer through AI driven skills mapping, behavioural matching and personalised frameworks. Most organisations face unprecedented challenges around skills shortages, partly driven by the "Great Resignation" and the rise of flexible work arrangements. Know-Flow addresses these issues by enabling seamless skills transfer, focusing on your organisation's core competencies and key success drivers. Leveraging AI, it simplifies the skills building by accurately matching people and providing personalised transfer frameworks. This will help your organisation build a workforce that is not only future-fit and primed for growth, but also one that is healthy, connected and resilient.

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