Proof of Usefulness Report

Precise Intelligence Limited

Analysis completed on 3/8/2026

+11
Proof of Usefulness Score
You're In Business

The project 'Precise Intelligence Limited' (submitted as 'CrimsonHeart') outlines a theoretical framework for AI cognition ('TFTOC') rather than a functional product. While the website demonstrates significant intellectual effort in defining a new vocabulary for NLU, there is no evidence of software implementation, user adoption, or revenue. The claim that 'most people have used my product' appears verifiably false given the early-stage, research-focused nature of the company and its team size of 6. The submission confuses market cap with revenue and lacks verifiable traction signals, resulting in a low Proof of Usefulness score.

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Score Breakdown

Real World Utility+20
Audience Reach Impact+0
Technical Innovation+40
Evidence Of Traction+0
Market Timing Relevance+50
Functional Completeness+10
Subtotal+10.75
Usefulness Multiplierx1.02
Final Score+11

Project Details

Project URL
preciseai.co.uk
Description
Precise Intelligence Ltd is a research company that focusses on the essential mathematics for Natural Language Understanding. The company’s critical breakthrough is the key to common-sense: The Fundamental Theorem of Cognition (TFTOC) and TFTOC is to Cognition, what E=mc² is to physics This new mathematics is essential for human-quality solutions for: • AI Conversational Assistants • Document Comprehension • Domestic Robots The main focus of the company is the mathematics of Cognitive Memory, as this is a prerequisite for human-quality common-sense, and this in turn enables fluent, multi-turn conversations. This is a known objective of some of the large multi-national tech companies.

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