Round 1 Winners!
Proof of Usefulness Report

Kojib

Analysis completed on 3/22/2026

+119.25
Proof of Usefulness Score
Gaining Momentum

The project makes heavily exaggerated claims regarding traction ('most people have used my product') and audience reach without providing verifiable evidence. While the market timing for AI development and middleware solutions is highly relevant, the submission lacks technical depth, realistic metrics, and confuses market cap with monthly revenue. The severe lack of evidence and vague responses heavily penalize the overall credibility and score.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+5.0
Technical Innovation+15.0
Evidence Of Traction+0.0
Market Timing Relevance+60.0
Functional Completeness+2.5
Subtotal+132.5
Usefulness Multiplierx0.9
Final Score+119

Project Details

Project URL
Description
Kojib is a cutting-edge AI software development company delivering innovative solutions designed to empower businesses and revolutionize industries. Its offerings include a comprehensive range of products and services that drive efficiency, scalability, and measurable results. Products 1. AI-Driven Middleware Framework (Noosphere): A groundbreaking middleware framework that dynamically manages multiple backends and databases for scalable, intelligent, and reusable architectures. Key features include real-time data orchestration and AI-powered optimization. 2. Custom AI Solutions: Tailored AI systems addressing specific business needs, from predictive analytics to natural language processing (NLP) and computer vision, integrating seamlessly with existing workflows. 3. AI-Powered Business Intelligence (BI) Tools: These tools leverage AI to deliver actionable insights through intuitive dashboards, predictive analytics, and industry-specific metrics, empowering data-driven decisions. 4. Automated Process Optimization Software: Kojib automates workflows with AI-enhanced systems, reducing costs while increasing operational efficiency. Applications range from customer service to logistics and manufacturing. Services 1. End-to-End AI Software Development: From ideation to deployment, Kojib develops AI-driven applications tailored to specific business goals, offering scalable cloud, on-premise, or hybrid solutions. 2. AI Consulting and Strategy Development: Guiding businesses to adopt AI effectively through readiness assessments, strategic roadmaps, and ROI-focused implementations. 3. Data Science and Analytics: Unlocking the power of data with advanced analytics, machine learning models, and big data solutions for actionable insights. 4. AI Integration Services: Ensuring seamless integration of AI into existing systems with custom APIs, plugins, and interoperability testing. And so much more—at Kojib, we transform your vision into reality.

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