Proof of Usefulness Report

Dasion

Analysis completed on 3/11/2026

+49.2

Proof of Usefulness Score

You're In Business

The submission for Dasion contains severe red flags and unsubstantiated claims. Despite listing a 125-person team and a 2015 launch, the 'evidenceOfTraction' absurdly claims 'most people have used my product', while 'audienceReach' is vaguely defined as 'everyone'. Furthermore, the 'monthlyRevenue' metric cites an 'all time marketcap: 500000', suggesting a cryptocurrency token rather than verifiable business revenue. The lack of concrete technical details, absent active user metrics, and unrealistic audience data result in the lowest possible Quality Factor multiplier (0.5) across all criteria.

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Score Breakdown

Real World Utility+25

Audience Reach Impact+0

Technical Innovation+15

Evidence Of Traction+0

Market Timing Relevance+20

Functional Completeness+0

Subtotal+60

Usefulness Multiplierx0.82

Final Score+49

Project Details

Project URL

data-to-decision.net

Description

At Dasion we are utilizing novel Geometric Unified Learning (GUL) to bring fast, interpretable decision making tools to healthcare practitioners, reinventing the relationship between AI and medicine. We build systems that expedite health data interpretation and diagnosis, allowing healthcare professionals to spend more time doing what they do best, caring for their patients.

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