Proof of Usefulness Report

Darroch Medical Solutions Inc.

Analysis completed on 2/4/2026

+267
Proof of Usefulness Score
Gaining Momentum

Darroch Medical Solutions is a legitimate health-tech company (verified via pilots at Sharp Chula Vista and Mayo Clinic collaboration) developing the 'Beat Analytics System' for sepsis and adverse event prediction. However, the submission quality is extremely poor, containing false claims ('audienceReach: everyone', 'most people have used my product') and confusing metrics ('marketcap 500000'). While the underlying technology and problem-solution fit are strong (published research showing 88% sensitivity), the low traction relative to its 2018 founding and the unreliable submission data significantly penalize the score.

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Score Breakdown

Real World Utility+100.0
Audience Reach Impact+10.0
Technical Innovation+105.0
Evidence Of Traction+31.25
Market Timing Relevance+85.0
Functional Completeness+2.5
Subtotal+333.75
Usefulness Multiplierx0.8
Final Score+267

Project Details

Project URL
darrochmedical.com
Description
Darroch Medical Solutions, Inc. is a HealthTech company with a mission to transform patient care through continuous health status monitoring and AI-driven prognostic adverse event prevention. Its primary product, called the Beat Analytics System, improves patient outcomes by equipping practitioners with real time medical device data and novel insights derived from its machine intelligence engines which enables individualized patient care and the anticipation of adverse events previously thought to be unpreventable.

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