Proof of Usefulness Report

Brilliant Associates Inc.

Analysis completed on 3/24/2026

+226

Proof of Usefulness Score

Gaining Momentum

Solid problem-solution fit with real-world utility in enterprise BI and Tableau automation, backed by a portfolio of high-profile clients. However, the submission exaggerates user reach ('everyone', 'most people') and provides poorly-defined metrics ('all time marketcap: 2500000' with no active users), limiting its audience impact and response quality scores. Traction is moderate but promising given the team size of 30 and established B2B consultancy history since 2013.

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Score Breakdown

Real World Utility+125

Audience Reach Impact+8

Technical Innovation+60

Evidence Of Traction+37.5

Market Timing Relevance+50

Functional Completeness+2.5

Subtotal+283

Usefulness Multiplierx0.8

Final Score+226

Project Details

Project URL

brilliantassociatesinc.com

Description

We're on a mission to unlock the world's data. We help executives lead world-class organizations using data to make better decisions. Clients include NYU, AIG, Tumi, Yale, Lux Capital, GE, Healthcare, and others. Official partners with Amazon, Tableau, Qlik, and others. We're an international team of some of the best business intelligence practitioners in the world. We've curated a technical, certified team specializing in BI / data visualization, big data analytics, and applied artificial-intelligence and machine learning for enterprises. Offices based in NYC, Miami, San Jose, and South Africa. Always looking to help others! Recently launched Brilliant Labs, where we help business intelligence pros get better productivity and ROI from their reporting platforms through delightful tools. Excited to unveil Brilliant Manager, which helps Tableau developers save hours on their deployment and development through a delightful automation tool. https://www.brilliantassociatesinc.com/brilliant-manager-for-tableau

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