Proof of Usefulness Report

DAI Magister

Analysis completed on 2/12/2026

+44
Proof of Usefulness Score
You're In Business

DAI Magister is a verified, established boutique investment bank (launched 2011) operating in the UK, US, and emerging markets, with a valid track record of deal-making in climate and deep tech. However, the project submission itself is of critically low quality, containing false claims (audience reach: 'everyone', traction: 'most people have used my product'), confusing metrics ('marketcap' used incorrectly), and zero technical details. While the entity has high real-world utility as a financial service, the submission fails to provide the necessary proof, resulting in a low score driven by 'Response Quality' and 'Evidence of Traction' penalties.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+2.0
Technical Innovation+0.75
Evidence Of Traction+11.25
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+42.25
Usefulness Multiplierx1.05
Final Score+44

Project Details

Project URL
Description
DAI Magister is an investment bank advising international technology and climate companies, focusing on strategic sell-side M&A and executing growth financings. Backed by, DAI, a global development advisory firm, we offer full advisory services for transactions within climate tech, deep tech, B2B SaaS, fintech and healthcare technology sectors across the UK, Europe, US, Africa/MENA, and new emerging markets.

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