Round 1 Winners!
Proof of Usefulness Report

Levatio.AI

Analysis completed on 3/10/2026

+26
Proof of Usefulness Score
You're In Business

The project addresses a valid problem in AML/sanctions screening, but the submission is severely hampered by nonsensical and false claims regarding its target audience ('everyone') and traction ('most people have used my product'). Revenue metrics are described as an 'all time marketcap: 500000', suggesting a crypto token project with no verifiable enterprise validation. Given the lack of credibility in the responses, it scores very low despite a viable conceptual utility.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+3.75
Evidence Of Traction+0.625
Market Timing Relevance+6.0
Functional Completeness+0.25
Subtotal+29.125
Usefulness Multiplierx0.9
Final Score+26

Project Details

Project URL
Description
Levatio.ai reduces AML & sanctions screening noise with adaptive AI that learns from investigator decisions, integrates with existing pipelines, and continuously improves precision — saving time, cost, and reputational risk. Levatio.ai is an AI-first layer that sits on top of existing AML and sanctions screening tools. Designed to reduce the burden of false positives and repetitive reviews by infusing intelligence, transparency, and automation into AML and sanctions screening processes

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