Round 1 Winners!
Proof of Usefulness Report

Crafted Logic Lab Ltd.

Analysis completed on 3/9/2026

+15.4
Proof of Usefulness Score
You're In Business

Crafted Logic Lab proposes a novel cognitive AI framework for human-AI collaboration. However, the submission contains unsupported traction claims ('most people have used my product') and confusing financial metrics ('all time marketcap: 500000'). As a boutique studio with a small team and unreleased core products, verifiable real-world adoption and utility remain minimal.

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Score Breakdown

Real World Utility+7.50
Audience Reach Impact+0.50
Technical Innovation+3.75
Evidence Of Traction+0.00
Market Timing Relevance+2.00
Functional Completeness+0.25
Subtotal+14
Usefulness Multiplierx1.1
Final Score+15

Project Details

Description
Crafted Logic Lab develops cognitive architecture for genuine human-AI collaboration. While most AI focuses on automation and replacement, we build systems that amplify human intelligence through thoughtful design. Our Intelligence OS platform introduces cognitive operating systems - AI that remembers, reasons, and relates contextually rather than starting fresh each conversation. Using our Crafted Logic Cognition architecture, we've created the first systematic approach to organizing AI thought processes for sustained intellectual partnership. We're launching Olin (thinking assistant) and Reid (notebook assistant) in October 2025, followed by our flagship Ashby platform in January 2026. These products demonstrate Assistant Intelligence™ - collaborative AI that works with you, not against you. Based in Homestead, Florida, we operate as a boutique software studio focused on quality over scale. Our approach prioritizes user sovereignty and transparent collaboration over surveillance capitalism models common in today's AI industry. Founded on principles of amplification over replacement and collaboration over extraction, we're building cognitive infrastructure for professionals who want AI partnership rather than AI dependency. Our patent-protected cognitive architecture represents a fundamentally different approach to artificial intelligence.

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