Proof of Usefulness Report

Ultrascale Digital Infrastructure

Analysis completed on 2/17/2026

+76
Proof of Usefulness Score
You're In Business

Ultrascale Digital Infrastructure (UDI) is a verifiable Seed-stage company (raised ~$1.58M) specializing in immersion cooling for data centers. External search confirms legitimate strategic partnerships with major industry players like Cargill (using NatureCool 2000) and Caddis Cloud Solutions. The project addresses a critical market need (AI heat density/energy efficiency) with excellent timing. However, the submission itself was of extremely poor quality, containing false claims ('most people have used my product', 'audience: everyone') and lacking technical detail ('Technologies: Internet'). The low score reflects the tension between a promising real-world business and a negligent submission that included verifiable inaccuracies.

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Score Breakdown

Real World Utility+90
Audience Reach Impact+50
Technical Innovation+85
Evidence Of Traction+70
Market Timing Relevance+95
Functional Completeness+20
Subtotal+72.75
Usefulness Multiplierx1.05
Final Score+76

Project Details

Project URL
Description
Though we're still in stealth mode, we're already changing the world, solving a problem that afflicts tens of thousands of data centers. We all know that the world needs data centers to become much more efficient. Citizens, regulators, and leaders are demanding: -- better energy utilization -- little or no water utilization -- fewer chemicals and refrigerants -- increased use of biodegradable, recycled, and recyclable materials -- new designs that allow smaller footprints and less construction material. And at the same time, we have to become more efficient to keep up with change. Keeping up with the demands of hotter servers, AI-powered workloads, and always increasing costs can't be addressed without a new approach. Ultrascale Digital Infrastructure (UDI) empowers tomorrow's data center, today. Using a mix of proven, mature technologies and patent-pending innovations, we build solutions to help both legacy and greenfield data centers cool without compromise for the most challenging workloads. When we launch later in the year, our solutions will support 150+kw per rack and beyond, with zero water, refrigerant, or chemical use, and at a 1.03 PUE in any climate. With UDI, your data center can deliver industry leading efficiencies, densities, and cost advantages, regardless of size or location. To learn more, visit us at www.ultrascaledi.com or follow this Company Page.

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