Proof of Usefulness Report

Satori

Analysis completed on 2/17/2026

+586
Proof of Usefulness Score
Industry Mainstay

Satori (Satori Cyber) is a legitimate, high-value DataSecOps platform founded in 2019 and acquired by Commvault in July 2025 (verifying high traction and utility). While the project itself demonstrates exceptional success with ~$25M in funding and enterprise adoption (e.g., Gong, Monday.com), the submission data contains significant inaccuracies (e.g., claiming 'everyone' as the audience, 'most people' as users, and confusing market cap figures). The score reflects the verified high value and successful exit of the company, adjusted downward for the poor quality of the submission inputs.

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Score Breakdown

Real World Utility+230.0
Audience Reach Impact+120.0
Technical Innovation+127.5
Evidence Of Traction+190.0
Market Timing Relevance+95.0
Functional Completeness+2.5
Subtotal+765
Usefulness Multiplierx0.766
Final Score+586

Project Details

Project URL
satoricyber.com
Description
Data security in 2025 isn't easy. Companies are dealing with 10x the data, 10x the users, and 10x the projects as just a few years ago. The classic model for securing data - mapping everything, identifying risks, and then setting security controls - can't keep up with the speed that data environments are changing. Satori is a data security platform that allows you to get visibility and control over your data stores, from one platform. Instead of being trapped in a neverending loop of data discovery and mapping out risks, set security policies that adapt automatically to your environment. Mitigate risks and maintain compliance across all your databases, warehouses, lakes, AI apps, and BI tools. Learn more at satoricyber.com

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