Round 1 Winners!
Proof of Usefulness Report

Deep Data Insight

Analysis completed on 3/23/2026

-46
Proof of Usefulness Score
Lab Mode

The project outlines potentially valuable AI capabilities in document processing and recruitment (EDDIE, PERC3PT). However, the submission presents severe red flags, including unsubstantiated and hyperbolic claims of traction ('most people have used my product', 'audience reach: everyone'), no verifiable evidence of a real user base, and inappropriate revenue metrics ('all time marketcap: 2500000'). These inconsistencies indicate a profound lack of credibility, necessitating negative scoring and heavy penalties across audience, traction, and response quality metrics.

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Score Breakdown

Real World Utility+25
Audience Reach Impact-30
Technical Innovation+15
Evidence Of Traction-50
Market Timing Relevance+10
Functional Completeness-10
Subtotal-40
Usefulness Multiplierx1.15
Final Score-46

Project Details

Description
DDI are experts in the field of Artificial Intelligence, Machine Learning and Data Science. We build the world’s most advanced data solutions that save our clients time and money. Our AI Factory has been developed over 20 years, and our two core products serve multiple sectors. Our factory comprises an Analytics Engine, a Psychometric AI Engine, an Intelligent Document Engine, a Unique Entity Engine and Transcribe/ Translate/ Speech Engines depending on the application. With common modules (Mapping/ Parsing/ Pre-Post Processors and Error Detection), our AI Factory is ready to tackle your AI requirements. EDDIE is the world’s first combined ICR, NLU and Artificial Intelligence solution. It is also the fastest document scanning solution on the market. EDDIE is a modular, customizable software solution that combines ICR, NLU and Artificial Intelligence. EDDIE is an AI powered, cloud based, infinitely scalable platform. EDDIE empowers organizations to automate their document digitization process efficiently and with the ability to then use the stored data to make logic-based decisions. EDDIE transforms your documents into intelligent assets! It does this in three ways: 1. Eddie allows digitized documents to be converted to editable text using cutting-edge ICR technology. 2. Using NLU EDDIE will comprehend and categorise the data that exists within the documents so that it can be stored and regurgitated efficiently. 3. Using Artificial Intelligence, EDDIE will use the stored data to make intelligent predictions PERC3PT is the world’s most technologically advanced recruitment profiling system and it: - Uses AI to interrogate data from individuals and predict likely performance - Gathers Social Media data and content from an individual and their peers to make valuable predictions - Tests a candidate’s less visible intelligence traits, including processing speed, fluid reasoning and long-term retrieval - Aggregates all this data into report format

Algorithm Insights

Market Position
Early stage requiring focused development
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