Proof of Usefulness Report

Denchi

Analysis completed on 2/20/2026

+248
Proof of Usefulness Score
Gaining Momentum

Denchi Group is a verified, established UK manufacturer (approx. £17M revenue, 125 staff) with high utility in defense and energy sectors. However, the submission quality is critically poor, containing false claims ('audience: everyone') and lazy evidence ('most people have used my product'). While the underlying business has 'Large Scale' traction (exceeding the calibration baseline), the final score is heavily penalized by the lack of specific, accurate data in the submission.

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Score Breakdown

Real World Utility+90
Audience Reach Impact+16
Technical Innovation+48
Evidence Of Traction+72
Market Timing Relevance+32
Functional Completeness+1
Subtotal+259
Usefulness Multiplierx0.96
Final Score+248

Project Details

Project URL
denchigroup.com
Description
Denchi is an engineering and manufacturing business that specialises in high reliability custom and off-the-shelf battery systems. We have been supplying batteries of various chemistries and their associated charging and management systems to customers with demanding requirements for over 30 years. Our business streams encompass Defence, Energy Storage, Mining, Commercial and Industrial markets. We ensure we fully understand the detailed requirements of the markets we address. Key sectors we address include: Defence, Sub-Sea, Oil and Gas, Medical, Marine, Rail, Robotics, Micromobility, IOT, Safety and PPE. Denchi has its roots in a number of industrial organisations including the Atomic Energy Authority, Duracell Inc, and Oldham & Son Ltd, and has a rich heritage in innovation, engineering and manufacturing. Our vision is to build on this heritage to create a dynamic 21st century organisation with a long-term perspective, a UK Mittelstand. Our Mission is to supply our customers with high reliability products and services within the fields of batteries, energy storage and power management.

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