Proof of Usefulness Report

cognive.com

Analysis completed on 3/17/2026

+96.37

Proof of Usefulness Score

You're In Business

Cognive offers a conceptually solid AML and fraud prevention platform for financial institutions, but the submission is marred by extremely low-effort responses and unverifiable, exaggerated claims (e.g., 'most people have used my product', target audience is 'everyone'). With outdated awards from 2018-2019 and a confusing $2.5M 'all time marketcap' metric instead of actual revenue or user data, the project currently demonstrates minimal verifiable traction and presents significant red flags.

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Score Breakdown

Real World Utility+75.0

Audience Reach Impact+2.0

Technical Innovation+15.0

Evidence Of Traction+2.5

Market Timing Relevance+10.0

Functional Completeness+0.25

Subtotal+104.75

Usefulness Multiplierx0.92

Final Score+96

Project Details

Project URL

cognive.com

Description

Cognive is a data science and machine-intelligence software company focused on financial crime compliance. We enable Financial Institutions to take proactive approach in anticipating and combating crime while foreseeing emerging threats using unsupervised and supervised machine learning. Our ecosystem of solutions, powered by Active AI and Distributed Protocols, covers every step of the AML and Fraud Prevention continuum to provide our customers with consistency, speed, and agility necessary to outpace sophisticated criminal enterprises that employ evermore creative ways to avoid exposure. Dozens of global financial institutions rely on Cognive to exponentially enhance existing systems, foster collective intelligence within the FIU and meet regulatory requirements in a cost-efficient way. - 20 Most Promising Cognitive Technologies in 2019 by CIO Review - Top 10 Financial Fraud Detection Solutions 2019 by Tech Outlook - Top 10 Blockchain Solution Providers 2018 by Capital Markets CIO Outlook - Plug and Play Fintech Batch 7 Resident 2018 To learn more, visit www.cognive.com 440 N Wolfe Rd Sunnyvale, CA 94085 info@cognive.com +1 415.365.9627

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