Proof of Usefulness Report

Pivotchain Solutions

Analysis completed on 1/27/2026

+342
Proof of Usefulness Score
Certified Problem Solver

Pivotchain Solutions is a legitimate, verified B2B entity (est. 2017, Pune) specializing in AI-based video analytics (RAVEN AI) for government and banking sectors. External verification confirms ~$2M+ annual revenue and ~20-30 employees, placing it in the 'comparable scale' bracket to the calibration reference. However, the submission itself contained significant inaccuracies (claiming 'everyone' as audience, 'most people' as users) and poor quality data, necessitating heavy penalties on Quality Factors. The project has strong real-world utility and verified traction, but the submission failed to accurately represent its B2B nature.

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Score Breakdown

Real World Utility+122.5
Audience Reach Impact+30.0
Technical Innovation+52.5
Evidence Of Traction+97.5
Market Timing Relevance+75.0
Functional Completeness+2.5
Subtotal+380
Usefulness Multiplierx0.9
Final Score+342

Project Details

Project URL
Description
Pivotchain Solutions ( www.pivotchain.com ) is a \"Math First\" AI company delivering mission critical solutions for Banking, Telecom and Government sectors globally.

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