Proof of Usefulness Report

Viele Exploratory Sustainable Solutions LLC

Analysis completed on 2/27/2026

+265

Proof of Usefulness Score

Gaining Momentum

The submission describes 'GoldenHeart' but provides the profile for 'Viele Exploratory Sustainable Solutions LLC' (VESS). External verification confirms VESS is a legitimate defense contractor (founded 2020, ~20-30 employees) with significant federal traction (SBIR Phase I & II awards, estimated $1M-$2M+ revenue). However, the submission contains severe inaccuracies, such as claiming the audience is 'everyone', that 'most people have used my product' (demonstrably false for niche defense tech), and citing a 'marketcap' of 500,000. The score reflects the solid real-world reality of the underlying company, heavily penalized for the low-quality, contradictory, and exaggerated claims in the submission data.

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Score Breakdown

Real World Utility+75.0

Audience Reach Impact+10.0

Technical Innovation+102.0

Evidence Of Traction+65.0

Market Timing Relevance+85.0

Functional Completeness+5.0

Subtotal+60.0

Usefulness Multiplierx0.88

Final Score+265

Project Details

Project URL

vielesolutions.com

Description

Founded in January 2020, Viele Exploratory Sustainable Solutions LLC “VESS" specializes in conceptualizing and developing high risk technologies to solves the greatest challenges for our clients. By bringing together the top innovators from academia and industry, we develop next generation technologies capable of achieving superior performance under Austere Conditions Areas of Expertise: 1. Cyber Security, Artificial Intelligence / Machine Learning 2. Autonomous Platforms (Sea, Land, Air, Space) 3. Geospatial Analysis / Digitization 4. Internet of Things (IOT) 5. Space Domain Awareness 6. Smart Sensors

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