Proof of Usefulness Report

ControlRooms.ai

Analysis completed on 1/18/2026

+609
Proof of Usefulness Score
Category Standard

ControlRooms.ai is a legitimate, high-growth Series A startup ($13.75M verified funding) addressing the $50B/year industrial downtime problem with AI. Despite a low-quality submission featuring hyperbolic claims (e.g., 'most people have used my product'), external verification confirms significant traction with enterprise clients like OCI Global and Ardagh Group. The project scores highly on utility and innovation, though the final score is penalized by the lack of verifiable data provided directly in the submission.

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Score Breakdown

Real World Utility+22
Audience Reach Impact+7
Technical Innovation+12
Evidence Of Traction+11
Market Timing Relevance+9
Functional Completeness+1
Subtotal+641
Usefulness Multiplierx0.95
Final Score+609

Project Details

Project URL
Description
ControlRooms.aiis in the Manufacturing Tech Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Manufacturing, Machine Learning
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