Proof of Usefulness Report

Rotera

Analysis completed on 1/29/2026

+544
Proof of Usefulness Score
Industry Mainstay

Rotera.ai represents a highly successful real-world project, having been acquired by VisiQuate in March 2025 for its 'Agentic AI' revenue cycle automation technology. However, the submission itself is of extremely poor quality, containing false claims (e.g., target audience 'everyone', traction 'most people') and lacking data. The score reflects the high intrinsic value of the technology and its verified exit, heavily penalized by the submission's lack of credibility and accuracy.

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Score Breakdown

Real World Utility+85.0
Audience Reach Impact+25.0
Technical Innovation+80.0
Evidence Of Traction+47.5
Market Timing Relevance+95.0
Functional Completeness+10.0
Subtotal+591.25
Usefulness Multiplierx0.92
Final Score+544

Project Details

Project URL
Description
Roterais in the Healthcare IT Industry

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