Proof of Usefulness Report

Lognos Inc.

Analysis completed on 3/10/2026

+32.1

Proof of Usefulness Score

You're In Business

The project addresses a legitimate B2B problem in capital project risk management, yielding decent real-world utility and market timing scores. However, the submission is severely penalized due to vague, exaggerated, and highly improbable claims ('most people have used my product', audience reach 'everyone', monthly revenue 'all time marketcap: 500000'). These unsupported statements result in a 0.5 quality factor penalty across multiple categories, keeping the overall score in the minimal traction tier.

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Score Breakdown

Real World Utility+17.5

Audience Reach Impact+0.5

Technical Innovation+3.0

Evidence Of Traction+0.6

Market Timing Relevance+6.0

Functional Completeness+0.3

Subtotal+27.9

Usefulness Multiplierx1.15

Final Score+32

Project Details

Project URL

lognos.io

Description

Lognos delivers quantitative risk management powered by AI agents. We help capital project teams in mining, energy, and O&G sectors transform how they manage risk through real-time forecasting and intelligent stakeholder engagement. Our platform combines dynamic risk analysis with AI-driven communication, helping project teams: - Forecast risk evolution based on mitigation actions - Track and measure risk ownership effectiveness - Automate stakeholder communication and engagement - Monitor risk mitigation in real-time Experience project risk management reimagined with intelligent agents that help your team focus on what matters.

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