Proof of Usefulness Report

Stimio

Analysis completed on 2/26/2026

+651

Proof of Usefulness Score

Category Standard

Stimio is a legitimate, verified B2B IIoT company specializing in predictive maintenance for the railway industry (acquired by CBM in 2024). While the project itself demonstrates high real-world utility, strong technical innovation, and verifiable traction (contracts with SNCF, RATP, ~$2-3M est. revenue), the submission data contains significant inaccuracies (claiming 'everyone' as the audience and 'most people' as users). The score reflects the high quality of the underlying business and technology, penalized by the poor quality and hallucinatory nature of the provided submission details.

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Score Breakdown

Real World Utility+21.25

Audience Reach Impact+9.6

Technical Innovation+12.0

Evidence Of Traction+17.0

Market Timing Relevance+8.5

Functional Completeness+0.25

Subtotal+68.6

Usefulness Multiplierx0.95

Final Score+651

Project Details

Project URL

stimio.fr

Description

Stimio is a company specializing in providing IoT solutions for the rail and energy (IIoT) industry. Using connected sensors and a SaaS data processing platform, Stimio transforms preventive and curative maintenance into a predictive maintenance model that includes failure anticipation through an AI-based prediction engine.

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