Proof of Usefulness Report

Neysa

Analysis completed on 2/4/2026

+628
Proof of Usefulness Score
Category Standard

Neysa is a high-potential AI infrastructure startup based in Mumbai, founded by veteran entrepreneur Sharad Sanghi (ex-Netmagic). The company has raised significant capital ($50M total, valued around $300M as of early 2026) to democratize AI adoption via GPU cloud and PaaS solutions. While the submission itself contained hyperbolic claims ('most people have used my product') and low-effort metadata ('ShadowRider'), independent verification confirms strong market traction, high-profile investor backing (Nexus, NTTVC, Z47), and critical relevance in the booming AI infrastructure market. The discrepancy between the submission quality and the project's actual status suggests a legitimate but casual internal submission.

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Score Breakdown

Real World Utility+142.5
Audience Reach Impact+75.0
Technical Innovation+85.0
Evidence Of Traction+138.0
Market Timing Relevance+150.0
Functional Completeness+10.0
Subtotal+600.5
Usefulness Multiplierx1.045
Final Score+628

Project Details

Project URL
Description
Neysa is an AI cloud and platform-as-a-service (PaaS) startup founded in 2023. It provides a full-stack AI cloud ecosystem designed to help enterprises build, train, and deploy AI models cost-effectively. The company's offerings include a GPU-powered AI cloud and autonomous MLOps solutions, aiming to democratize AI adoption and accelerate AI transformation journeys.

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