Proof of Usefulness Report

Hygisense

Analysis completed on 2/20/2026

+12
Proof of Usefulness Score
You're In Business

The submission for Hygisense presents a disconnect between the described B2B pharmaceutical technology and the provided traction metrics. The description appears to be lifted from a portfolio entry (i3 Capital), while the domain history indicates it was dropped/expired in 2022. Critical red flags include the claim that 'most people' have used a specialized lab product, an target audience of 'everyone,' and the listing of 'marketcap' in the revenue field. These inconsistencies suggest either a lack of serious intent, a misunderstanding of the business model, or a misrepresentation of a concept project as a live business.

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Score Breakdown

Real World Utility+40
Audience Reach Impact+0
Technical Innovation+20
Evidence Of Traction+0
Market Timing Relevance+40
Functional Completeness+10
Subtotal+10.75
Usefulness Multiplierx1.12
Final Score+12

Project Details

Project URL
Description
Hygisense is a cutting-edge company dedicated to enhancing safety and efficiency in pharmaceutical and laboratory environments through its AI-driven solutions. Hygisense offers a comprehensive platform that integrates advanced analytics, IoT devices, and real-time data monitoring to manage environmental and hygiene conditions within laboratory settings. Hygisense's solutions are designed to tackle critical challenges such as contamination, cross-contamination, and equipment hygiene by providing real-time alerts, predictive analysis, and scenario-based monitoring. By ensuring compliance with regulatory standards and optimizing lab operations, Hygisense empowers healthcare facilities, research institutions, and businesses to maintain safe and efficient environments. With a focus on proactive decision-making and seamless data integration, Hygisense stands out in the market by offering a holistic approach to laboratory and indoor space management.

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