Proof of Usefulness Report

Smart Mountain

Analysis completed on 2/3/2026

-19
Proof of Usefulness Score
Lab Mode

The submission for Smart Mountain presents a high-level concept for a 'Generative AI Environmental Financial Institution' but lacks any verifiable evidence of implementation. Critical red flags were identified: the traction claim stating 'most people have used my product' is demonstrably false for a niche climate finance tool, and the target audience of 'everyone' indicates a lack of market focus. Despite a claimed 2022 launch, there is no digital footprint, active user base, or revenue. The project appears to be a buzzword-heavy proposal without a functional product or market presence.

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Score Breakdown

Real World Utility+2.5
Audience Reach Impact-10.0
Technical Innovation+0.75
Evidence Of Traction-12.5
Market Timing Relevance+2.0
Functional Completeness+0.25
Subtotal-17
Usefulness Multiplierx1.12
Final Score-19

Project Details

Description
Smart Mountain is Deeptech Climate Finance project developing proof-of-concept for the world's first Generative AI Environmental Financial Institution (EFI). It aims to be a digital platform de-risking the financing of blue carbon projects by combining verified impacts and an offset model to scale revolutionary Smart Impact Special Purpose Vehicles (SPVs). It solves the problem of the trillions of Assets Under Management (AUM) disincentivised from investing in underdeveloped markets (e.g. unverified impact, institutional and governance shortcomings, and suboptimal rates of return) with blue environmental market (e.g. carbon credits and biodiversity credits) potential. The Caribbean has this problem, but it is also the most progressive space in the world to demonstrate proof of concept for Smart Mountain as we leverage its cutting-edge scientific research to establish baseline data for the carbon storage of mangroves and its advanced adoption of Central Bank Digital Currencies (CBDCs) auguring well for an invigorating future for the Regenerative Finance (ReFi) industry.

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