Proof of Usefulness Report

Dragonscale Industries Inc.

Analysis completed on 1/24/2026

+415

Proof of Usefulness Score

Certified Problem Solver

Dragonscale Industries Inc. is a verified early-stage AI startup founded by the former lead of Apple's Data Science Platform, focusing on autonomous multi-agent systems for enterprise workflows. While the technical pedigree and market timing are exceptional, the submission contained significant inaccuracies (claiming 'most people' use the product and citing 'everyone' as the audience), which severely impacted the Traction and Response Quality scores. The 'marketcap' figure provided likely reflects early valuation or is erroneous.

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Score Breakdown

Real World Utility+18.75

Audience Reach Impact+2.0

Technical Innovation+13.5

Evidence Of Traction+1.88

Market Timing Relevance+9.5

Functional Completeness+0.25

Subtotal+45.88

Usefulness Multiplierx0.91

Final Score+415

Project Details

Project URL

dragonscale.ai

Description

Dragonscale AI transforms simple conversations into powerful, ready-to-use AI applications—in minutes. Through natural, human-like chat, Dragonscale captures your goals and assembles a team of specialized AI agents. These agents handle generative creativity, predictive insights, and routine tasks, working seamlessly alongside you and your team.

Algorithm Insights

Market Position

Strong market validation with clear user adoption patterns

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