Proof of Usefulness Report

Gaviti

Analysis completed on 2/10/2026

+334
Proof of Usefulness Score
Certified Problem Solver

Gaviti is a legitimate, Series A funded A/R automation platform with significant real-world traction (EY, PWC, Monday.com) and estimated revenue in the multi-millions. However, the project submission itself was of extremely low quality, containing false claims ('everyone', 'most people have used my product') and inaccurate data (name 'ThunderHeart'). The score reflects the strong underlying business utility and market position, heavily penalized by the lack of credible evidence provided in the submission. While the technology is robust and the problem-solution fit is high, the submission failed to accurately represent the project's scale, relying on the evaluator's external verification.

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Score Breakdown

Real World Utility+22.5
Audience Reach Impact+8.0
Technical Innovation+5.625
Evidence Of Traction+18.0
Market Timing Relevance+9.0
Functional Completeness+1.0
Subtotal+64.125
Usefulness Multiplierx1.04
Final Score+334

Project Details

Project URL
Description
Gaviti is an invoice-to-cash accounts receivable management and automation platform that streamlines your entire A/R process. Teams that use Gaviti spend less time on repetitive tasks and more time on efforts that add value and increase cash flow. Our all-in-one cloud-based platform combines automated A/R collections with cash application and credit management, allowing companies to deliver effective A/R throughout the entire invoice-to cash lifecycle. Inefficient A/R is costing you more than you think - overdue invoices, less cash at hand, and human hours spent on collections. Increasing A/R headcount helps, but doesn't scale. Today's finance leaders need strategic, technology-enabled solutions. Boost your A/R team’s efficiency, improve cash flow, and gain visibility into the entire collection process. Automate and manage your entire A/R operation while reducing operational costs. Gaviti is used every day at EY, cPrime and PWC. Start now and improve cash flow by 30%-50% within 6 months.

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