Proof of Usefulness Report

Foresight Works

Analysis completed on 1/22/2026

+350
Proof of Usefulness Score
Certified Problem Solver

Foresight Works is a legitimate, high-traction UK-based AI platform for mega-project construction management (integrating with Primavera P6/MS Project). Despite the low-quality submission (claiming 'everyone' as audience and 'null' revenue), external verification confirms ~$15M in funding, ~$2-7M annual revenue, and significant industry adoption (data centers, EPC). The project addresses a critical, high-value problem (mega-project delays) with verified AI/ML innovation. The score is penalized significantly by the poor submission quality but buoyed by verified external traction and market timing.

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Score Breakdown

Real World Utility+92.0
Audience Reach Impact+52.0
Technical Innovation+51.0
Evidence Of Traction+85.0
Market Timing Relevance+36.0
Functional Completeness+2.0
Subtotal+318
Usefulness Multiplierx1.10
Final Score+350

Project Details

Project URL
foresight.works
Description
Our product is a suite of tools, varying from basic data analytics dashboards, through to complex AI/ML tools to help executives make better decisions throughout the multiple phases of extremely large and complex mega projects.\n\nThese tools are built upon a database that we build for the clients to take the billions of data points that these projects produce, and organise, collate, and connect these often disparate areas of data created by different teams, in order that the data insights we produce are as accurate and wide-reaching as possible.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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