Proof of Usefulness Report

WAN-AI

Analysis completed on 3/8/2026

+63

Proof of Usefulness Score

You're In Business

The project 'WAN-AI' corresponds to a legitimate UK-based Deep Tech startup focused on 5G/6G network optimization and AI-driven traffic management. Verified traction includes participation in the EU's '6G-SANDBOX' and 'EVOLVED-5G' accelerators, and partnerships with MantisNet and Cumucore. However, the submission quality is critically low, containing incoherent data (e.g., 'marketcap: 50000', project name 'DeepClaw' which appears to be an unrelated crypto/robotics term, and false claims that 'most people have used my product'). While the technology is highly relevant and innovative, the discrepancy between the verifiable B2B business model and the provided consumer-facing/crypto-like metrics severely impacts the score.

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Score Breakdown

Real World Utility+21.25

Audience Reach Impact+4.0

Technical Innovation+12.0

Evidence Of Traction+12.0

Market Timing Relevance+9.0

Functional Completeness+0.25

Subtotal+58.5

Usefulness Multiplierx1.08

Final Score+63

Project Details

Project URL

wan-ai.com

Description

WAN-AI is a telecom SaaS company building software for the new software-centric/cloud-native network architectures. These include Next Generation Networks such as 5G/6G which have stringent performance requirements e.g., speeds that are 100X faster than 4G & delays that are less than 400X the blink of an eye. WAN-AI software fully automates performance targeting such that the ultra-high performance requirements are always met at the level of individual data connections.

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