Proof of Usefulness Report

Lamina

Analysis completed on 2/18/2026

+48
Proof of Usefulness Score
You're In Business

Lamina is a legitimate, early-stage UK-based startup focused on AI-driven optimization for renewable energy assets (specifically solar). External verification confirms the company exists, is currently unfunded, and addresses a genuine industry problem (yield loss and data silos). However, the project submission contains significant inaccuracies, such as claiming the audience is 'everyone' (it is a niche B2B tool) and that 'most people have used my product' (a demonstrably false claim for a new specialized tool). While the core value proposition and engineering-led approach described are promising, the lack of verifiable traction and the low quality of the specific data points in the submission result in a low Proof of Usefulness score, categorizing it as a 'minimal traction' project.

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Score Breakdown

Real World Utility+25.50
Audience Reach Impact+1.00
Technical Innovation+10.50
Evidence Of Traction+1.25
Market Timing Relevance+8.50
Functional Completeness+0.75
Subtotal+47.5
Usefulness Multiplierx1.01
Final Score+48

Project Details

Project URL
Description
In renewable energy projects, the greatest risks aren’t mechanical. They live in spreadsheets that don’t speak to each other. In delays hidden behind status reports. In the turbulence between siloed teams, scattered documents, and misaligned systems. At Lamina, we bring order to that chaos. Rooted in Renewable Energy Engineering, our approach is grounded in first principles and intentional design. We build AI-powered automations that streamline the entire project lifecycle; from pre-construction planning to performance monitoring and compliance. Our systems aren’t flashy. They’re quietly effective. Taking inspiration from laminar flow itself. We don’t chase complexity. We cut through it. Every automation we build is lean, precise, and aligned to the core of your operation. The result isn’t just efficiency. It’s confidence. Data you can trust, systems that scale, and risks you see before they strike. If you’re building ambitious projects and want a technical partner who designs like an engineer and executes like a strategist, let’s talk.

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