Proof of Usefulness Report

MasterControl

Analysis completed on 2/8/2026

+658
Proof of Usefulness Score
Category Standard

The submission represents MasterControl, a verified 'Unicorn' status company (valued >$1B) and industry leader in Life Sciences QMS with widespread adoption (FDA, CDC, 1,000+ customers). While the entity demonstrates exceptional real-world utility and traction well above the calibration baseline, the submission itself contains significant data quality issues (e.g., 'WhisperBlade' as submitter name, '17M marketcap' typo for a billion-dollar company, and generic audience claims). The score reflects the massive verifiable scale of the business, adjusted downward slightly for the poor quality of the specific form entry.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+136.0
Technical Innovation+90.0
Evidence Of Traction+190.0
Market Timing Relevance+85.0
Functional Completeness+7.5
Subtotal+746
Usefulness Multiplierx0.88
Final Score+658

Project Details

Project URL
mastercontrol.com
Description
MasterControl is on a mission to bring life-changing products to more people sooner. Everything we do is designed to help you develop, manufacture, and commercialize products that help people live longer, healthier, and more enjoyable lives. We offer the world's leading solution for product quality, helping highly regulated companies ensure quality and compliance in their life sciences operations. Our quality management system is the most established and used QMS in the industry and is used by the FDA, CDC, and ORA. And our digital manufacturing solution offers errorless and frictionless production by taking you 100% paperless on your shop floor. The results speak for themselves. MasterControl customers enjoy 80% faster post-production review times, 21% fewer deviations, and 100% right-first-time. There's a reason more than 1,000 global customers have used MasterControl to bring more than 250,000 life-changing products to market. Learn more today at mastercontrol.com.

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