Proof of Usefulness Report

Toqua

Analysis completed on 1/31/2026

+77
Proof of Usefulness Score
You're In Business

Toqua is a verifiable, high-potential maritime AI startup addressing critical decarbonization challenges with 'Ship Kernel' technology. While the submission quality was extremely poor (containing false claims like 'everyone' as audience and 'most people' for traction), external verification confirms significant B2B traction with major clients like Euronav and Weco Tankers. The project scores high on utility, innovation, and timing, but is penalized for niche user volume (<50k) and abysmal response quality.

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Score Breakdown

Real World Utility+27.0
Audience Reach Impact+10.0
Technical Innovation+12.75
Evidence Of Traction+14.0
Market Timing Relevance+9.0
Functional Completeness+0.25
Subtotal+73
Usefulness Multiplierx1.05
Final Score+77

Project Details

Project URL
Description
We use Machine Learning to create next-generation ship performance models (=models taking into account the effect of waves, wind, currents, loading conditions, etc. on a ship's behavior). This allows shipping companies to optimize their speed, routing \u0026 maintenance planning of their vessels, resulting in significant fuel savings and emission reductions.\n\nApart from our ML edge, our uniqueness comes from the fact that we make those models available through APIs to existing industry systems. You could say we provide 'the engine' of the car and plug it into existing 'bodyworks' from other companies, allowing them to add the fuel-saving potential of Machine Learning to their systems. We believe this allows for rapid market adoption and allows us to focus on our core technology and strengthen our technological advantage.

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