Proof of Usefulness Report

Adaptive6

Analysis completed on 3/11/2026

-1.05

Proof of Usefulness Score

Lab Mode

The project addresses a valid problem in cloud cost governance but provides highly contradictory and suspicious data. Claims such as 'everyone' for audience reach and 'most people have used my product' for traction are completely unsupported and blatantly contradict a stated team size of 125 alongside a confusing '50000 marketcap' metric. These significant red flags result in a sub-zero score.

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Score Breakdown

Real World Utility+10.0

Audience Reach Impact-5.0

Technical Innovation+1.5

Evidence Of Traction-10.0

Market Timing Relevance+4.0

Functional Completeness-1.5

Subtotal-1

Usefulness Multiplierx1.05

Final Score-1

Project Details

Project URL

adaptive6.com

Description

Adaptive6 is the industry's first Cloud Cost Governance platform that governs both Cloud and Code, preventing waste at the code level before provisioning as well as automating collaborative remediation of waste on the cloud. It accelerates engineers' resolutions by automatically identifying resource owners, managing the workflow of communicating inefficiencies to them, while providing them with Rich Context and AI-driven code fixes.

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