Proof of Usefulness Report

SpringML

Analysis completed on 1/30/2026

+625
Proof of Usefulness Score
Category Standard

SpringML is a verified, significant player in the data analytics and machine learning consultancy space (acquired by Egen), evidenced by the claimed 400-501 team size and established history (launched 2015). However, the submission itself is of extremely low quality, utilizing generic text ('everyone', 'most people have used my product') and lacking specific details. The score reflects the high intrinsic value and verifiable scale of the entity, significantly penalized for the poor quality of the evidence and claims provided in this specific submission.

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Score Breakdown

Real World Utility+225.0
Audience Reach Impact+136.0
Technical Innovation+112.5
Evidence Of Traction+157.5
Market Timing Relevance+95.0
Functional Completeness+5.0
Subtotal+731
Usefulness Multiplierx0.85
Final Score+625

Project Details

Project URL
Description
Our products help customer solve difficult problems - revenue forecasting, pipeline management, service case management, and customer churn. Our customers are enterprise customers in the healthcare, technology, and enterprise markets. Our customers in sales, service, and marketing use our products and solutions to help them adopt machine learning and accelerate business results.

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