Round 1 Winners!
Proof of Usefulness Report

NewEvol

Analysis completed on 3/18/2026

+297
Proof of Usefulness Score
Gaining Momentum

NewEvol presents a comprehensive B2B cybersecurity suite with SIEM, SOAR, and Data Lake capabilities, addressing clear real-world utility and market relevance. However, the submission contains contradictory and unverifiable claims regarding traction and audience reach, such as stating 'most people have used my product' for a specialized enterprise tool and citing a vague 'all time marketcap: 2500000' as monthly revenue. These red flags heavily penalize the traction, audience, and response quality metrics, yielding a moderate overall score reflecting solid technology but poor evidentiary support.

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Score Breakdown

Real World Utility+162.5
Audience Reach Impact+10
Technical Innovation+75
Evidence Of Traction+6.25
Market Timing Relevance+80
Functional Completeness+3.75
Subtotal+337.5
Usefulness Multiplierx0.88
Final Score+297

Project Details

Project URL
Description
Don’t React, Evolve! Outsmart threats with real-time AI-powered dynamic defense. NewEvol is a Dynamic Threat Defense (DTD) platform that enables you to ingest any data, enrich information, find abnormalities using ML, and implement automated actions with ease. NewEvol is a technologically advanced product suite that uses data science for advanced analytics to identify abnormalities within the data. It is supported by visualization, rule-based alerting, automation, and responses, making it a compelling proposition for small to large enterprises. The incorporation of Machine Learning (ML) and security intelligence feeds makes NewEvol a more robust system capable of meeting challenging business demands. NewEvol Offerings: 1. Data Lake: NewEvol Data Lake is a cutting-edge solution for data management that can help business users and data scientists overcome big data challenges and drive real-time analytics to new heights. 2. SIEM: NewEvol SIEM is a solution that collects and examines security activities from various devices integrated into your IT environment. Supported by data lake capability and advanced dashboard reporting, NewEvol SIEM offers features that go beyond traditional SIEM solutions. 3. Threat Intelligence: NewEvol's Threat Intelligence solution enables systems to learn about new threats from multiple global sources, enriching raw data to safeguard organizations from unknown or zero-day attacks. 4. Analytics: Built on a big data platform and backed by machine learning algorithms, NewEvol Analytics enables you to achieve threat hunting and predictive analytics quickly. 5. Automation & Response (SOAR): Automate responses and actions with NewEvol SOAR's customizable integration and decision-making system. Design your own playbook to carry out repetitive tasks and actions automatically. Empower your security team with advanced automation and orchestration capabilities, saving you valuable time and resources.

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