Proof of Usefulness Report

Darvis

Analysis completed on 1/19/2026

+474
Proof of Usefulness Score
Industry Mainstay

Darvis is a verified, venture-backed B2B technology company (founded 2015, ~$11.7M funding) providing high-utility AI/computer vision solutions for healthcare and logistics. While the project itself demonstrates strong real-world utility and verified traction (partnerships with UHealth, MD Anderson), the submission quality is critically low. The submitter (verified via corporate email) provided vague, inaccurate claims ('most people have used my product', 'everyone') which necessitated significant penalties to the Quality Factors. The final score reflects the robust underlying business fundamentals, heavily discounted by the poor quality of evidence provided in the application.

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Score Breakdown

Real World Utility+85
Audience Reach Impact+25
Technical Innovation+80
Evidence Of Traction+35
Market Timing Relevance+85
Functional Completeness+5
Subtotal+557
Usefulness Multiplierx0.85
Final Score+474

Project Details

Project URL
darvis.com
Description
Darvis is a technology company that specializes in developing advanced AI-driven solutions for the healthcare and logistics industries. With a focus on optimizing operational efficiency, Darvis leverages computer vision and machine learning to provide real-time insights and automation capabilities. Their innovative platform helps organizations streamline processes, enhance productivity, and improve overall service delivery. By integrating cutting-edge technology with industry-specific expertise, Darvis aims to transform traditional workflows and drive significant improvements in performance and cost-effectiveness.
Audience Reach
everyone
Target Users
everyone
Technologies
Productivity, Machine Learning, Analytics
Traction Evidence
most people have used my product

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