Proof of Usefulness Report

Ailoys

Analysis completed on 2/25/2026

+108
Proof of Usefulness Score
Gaining Momentum

Ailoys is a verifiable Berlin-based Industrial AI company offering high-utility Digital Twin and IoT solutions for manufacturing. Search results confirm significant traction with partners like Vassena and JR Energy Solution, and a team size of ~30. However, the submission itself contained critical inaccuracies (claiming 'everyone' as audience and 'most people' as traction), which severely impacted the score. The project's underlying technical value and market relevance are high, but the low-quality submission data reduced the overall Proof of Usefulness evaluation.

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Score Breakdown

Real World Utility+95
Audience Reach Impact+65
Technical Innovation+90
Evidence Of Traction+80
Market Timing Relevance+95
Functional Completeness+20
Subtotal+86.975
Usefulness Multiplierx1.15
Final Score+100

Project Details

Project URL
ailoys.com
Description
Ailoys' Industrial AI platform blends Digital Twin, AI, and IoT technologies to revolutionize machinery manufacturing efficiency. Leveraging unique sensor technology, Ailoys rapidly builds precise Digital Twins of manufacturing processes, enabling seamless deployment of easy-to-consume instructions for equipment. These instructions are powered by Ailoys' proprietary algorithms, designed to optimize machine performance and maximize Return on Assets (RoA) for customers. With a deployable SaaS solution, Ailoys allows manufacturers to benefit from its Industrial AI platform from Day 1. Instead of just delivering data insights, Ailoys provides real improvements in manufacturing performance. By utilizing real-time data and AI-driven decision-making, Ailoys empowers companies to minimize downtime, increase output, and reduce costs. Designed for small and medium-sized enterprises, Ailoys' platform is scalable, driving efficiency and innovation in manufacturing

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