Proof of Usefulness Report

Desia

Analysis completed on 3/7/2026

+334
Proof of Usefulness Score
Certified Problem Solver

Desia is a verified, high-potential fintech startup that raised $3.3M in Pre-Seed funding (Sept 2024) from top-tier investors (Dig Ventures, Exor), led by the co-founder of the unicorn Scalapay. The project addresses a critical need in financial services (AI for unstructured data). However, the submission itself was of extremely poor quality (pseudonym 'IronClaw', hyperbolic claims like 'most people have used my product', and 'everyone' as audience). The score reflects the high verifiable value and traction of the underlying company, severely penalized by the low-quality submission and false reach claims.

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Score Breakdown

Real World Utility+112.5
Audience Reach Impact+20.0
Technical Innovation+63.8
Evidence Of Traction+135.0
Market Timing Relevance+47.5
Functional Completeness+1.3
Subtotal+380.1
Usefulness Multiplierx0.88
Final Score+334

Project Details

Project URL
Description
Desia is the system of intelligence providing advanced AI applications for productivity, automation and analytics for financial services. Get in touch at info@desia.ai

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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