Proof of Usefulness Report

Weivi

Analysis completed on 2/17/2026

+68
Proof of Usefulness Score
You're In Business

Weivi Oy is a verifiable Finnish deep-tech startup (est. 2022) developing 'AHTI' (RAWEN), a railway optimization engine. External search confirms valid traction via a completed pilot with Fintraffic and EU co-funding. However, the submission quality is critically poor: it contains false claims ('everyone' audience, 'most people have used my product'), lacks technical detail, and uses unprofessional contact information ('ShadowHunter'). While the technology addresses a high-utility problem (railway disruption management) with strong market timing, the score is heavily penalized by the submission's inaccuracy and the pre-commercial nature of the project (no live deployments, only simulations).

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Score Breakdown

Real World Utility+90.0
Audience Reach Impact+25.0
Technical Innovation+92.0
Evidence Of Traction+32.5
Market Timing Relevance+90.0
Functional Completeness+10.0
Subtotal+58.93
Usefulness Multiplierx1.15
Final Score+68

Project Details

Project URL
weivi.fi
Description
WEIVI focuses on creating optimisation software that transforms seemingly impossible challenges into tangible opportunities. In the realm of intelligent transport systems, WEIVI introduces an innovative optimisation software AHTI that changes the way we look at railway optimisation. AHTI is crafted to future-proof railway operations by halting the cascade effect in disruptions, enhancing energy efficiency, and enabling the addition of more trains on existing tracks. Simultaneously, it facilitates the generation of increased operating income using the current resources ensuring the sustainability of transportation now and in the future. More train kilometers, more sustainability, starting today. Change the course Our goal is to enable companies to succeed in their industries and effortlessly achieve their environmental objectives through innovative optimisation solutions. We are committed to creating tangible change towards a sustainable future – one innovation at a time.

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