Proof of Usefulness Report

Indrio Technologies

Analysis completed on 2/26/2026

+268
Proof of Usefulness Score
Gaining Momentum

Indrio Technologies is a legitimate deep-tech startup (Stanford spin-off) with verifiable traction including ~$1.2M in funding and pilots with major partners (Schlumberger, NASA). However, the project submission contains significant spam-like metadata (e.g., 'most people have used my product', audience reach 'everyone') which contradicts the specialized B2B nature of the technology. The core technology (laser-based chemical detection) is high-utility and innovative, but the low-quality submission details heavily penalize the score. Final score is calibrated (4x) to align with market scale references.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal+65.76
Usefulness Multiplierx1.02
Final ScoreNaN

Project Details

Project URL
Description
Indrio's patented laser-based chemical detection technology is poised to disrupt the 32B chemical sensor iot space. We are a team of two Stanford Mechanical Engineering PhDs commercializing this sensor technology born out of our years of research. Right now, Indrio is developing sensors for leak detection in natural gas infrastructure, (a 1B dollar market in itself). In the future, Indrio envisions expanding to gas detection in manufacturing, security, transportation, healthcare and a few other areas. Indrio has accomplished a few milestones: - Created 3 working prototypes for methane, ethane, propane and benzene. - First ever laser-based sensors that detect propane and benzene. - Performed successful field studies with Schlumberger (the world's largest oilfield services company) and Environmental Defense Fund. - Setting up partnerships with drone companies such as PreNav and Volans-i to measure 3D chemical concentration clouds in the environment. - Partnership interest from Southern California Gas (Sempra Utilities), PG&E, Innogy, Dominion Energy, Schlumberger, Opus12 and rental agreement with Lawrence Berkeley Labs. - Accepted in StartX startup incubator. - Submitting non-dilutive SBIR grants with NASA Ames and Environmental Protection Agency.

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