Proof of Usefulness Report

SpiNNcloud Systems

Analysis completed on 1/30/2026

+668
Proof of Usefulness Score
Category Standard

SpiNNcloud Systems is a verified, high-potential deep-tech spin-off from TU Dresden, commercializing the SpiNNaker2 neuromorphic chip. The project has secured significant traction, including €10M+ in EIC funding and system deployments at Sandia National Labs and Leipzig University. However, the submission itself contained major inaccuracies (e.g., product name 'ThunderStorm', claim 'most people have used my product', tags 'construction'), which severely impacted the Response Quality score. The evaluation is based on the verified external reality of the company rather than the poor input data.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+80.0
Technical Innovation+213.75
Evidence Of Traction+187.5
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+786.25
Usefulness Multiplierx0.85
Final Score+668

Project Details

Project URL
Description
SpiNNcloud Systemsis in the AI Infrastructure Industry

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