Proof of Usefulness Report

Pinaca Technologies

Analysis completed on 2/16/2026

+381
Proof of Usefulness Score
Certified Problem Solver

Pinaca Technologies is a verifiable, revenue-generating AI company (~$2M revenue, ~100 employees) serving government/defense sectors. However, the submission quality is extremely poor, containing false hyperbolic claims ('most people have used my product', 'everyone') and incorrectly labeled financial data ('marketcap' instead of revenue). While the external reality of the business suggests high utility and traction (comparable to or exceeding the calibration baseline), the score is significantly penalized due to the lack of evidence provided and the inaccuracy of the submission claims.

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Score Breakdown

Real World Utility+187.5
Audience Reach Impact+50.0
Technical Innovation+45.0
Evidence Of Traction+81.25
Market Timing Relevance+80.0
Functional Completeness+5.0
Subtotal+448.75
Usefulness Multiplierx0.85
Final Score+381

Project Details

Project URL
Description
We provide accurate and reliable machine learning products and solutions (on-premises) for the Government and Private sector players. Trusted by many sensitive organisations to build and deploy their advanced AI & ML enabled mission critical applications.

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