Round 1 Winners!
Proof of Usefulness Report

Deasil Cognitive

Analysis completed on 3/22/2026

+19.24
Proof of Usefulness Score
You're In Business

Deasil Cognitive operates in a highly relevant market (AI/ML and data processing frameworks), but the submission is severely compromised by vague and exaggerated claims. Assertions such as 'most people have used my product', an audience reach of 'everyone', and an unverified '500000 marketcap' lacking concrete user metrics or product details significantly lower the traction and response quality scores.

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Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal+20.25
Usefulness Multiplierx0.95
Final Score+19

Project Details

Description
Deasil means to move clockwise or in the right direction. Deasil Cognitive is a subdivision of Deasil Works (https://www.linkedin.com/company/deasil-works-inc/), an agency providing over twenty years of experience collecting, moving, buffering, queueing and processing data, building frameworks around the implementation of leading-edge technology. The Deasil Cognitive mission is to advance industry and government in the right direction of their objectives, building relationships between human reasoning and machine learning. Our solutions harness scalable artificial intelligence, Machine Learning, Machine Reasoning, Active Learning, Natural Language Processing, Information Extraction, and Blockchain to provide deep and actionable insights. Whether to increase customer engagement, predict failure, or reveal untapped potential, solutions arise from the relationship between human reasoning and machine learning, and building frameworks that support it. Deasil Cognitive builds these frameworks: developed, customized and configured to precisely fit humans and the machines in their relationship to data and its consequences.

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