Proof of Usefulness Report

Int9 Solutions

Analysis completed on 3/17/2026

+156

Proof of Usefulness Score

Gaining Momentum

Int9 Solutions targets a high-demand market (AI/LLM consulting), but the submission features severe red flags, including highly exaggerated claims ('everyone', 'most people have used my product') and inconsistent metrics. A $2.5M 'all-time marketcap' for a 30-person firm operating since 2015 is contradictory, and verifiable evidence of traction is absent, resulting in a significantly reduced score.

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Score Breakdown

Real World Utility+100

Audience Reach Impact+0

Technical Innovation+30

Evidence Of Traction+0

Market Timing Relevance+60

Functional Completeness+0

Subtotal+190

Usefulness Multiplierx0.82

Final Score+156

Project Details

Project URL

int9solutions.com

Description

INT9 Solutions, a Data Engineering company bringing decades of experience in data engineering, cloud services, and application development to enhance your staffing and project execution needs in the Data Engineering, Machine Learning and AI/LLM verticals. We specialize in finding expertise to meet your Content Generation, Data Augmentation, GenAI Solutions, Predictive Analytics & Forecasting, AI Powered Automation(RPA + ML) and Personalization needs. Our team of in house experts and partners can help in building or customizing -Foundation Models(Open AI, LLAMA, Falcon, DALL.E) -Frameworks (Langchain, Llama Index, DeepSet) -LLM Ops (Sagemaker. HuggingFace, Predibase) -LLM Evaluation(Langsmith, PromptLayer, Helicone, Promptfoo) and several other verticals.

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