Round 1 Winners!
Proof of Usefulness Report

Ikval Softwares Llp.

Analysis completed on 3/22/2026

+97.33
Proof of Usefulness Score
You're In Business

Ikval Softwares LLP presents itself as a machine learning and software testing consultancy. However, the submission provides highly exaggerated, unsupported claims ('everyone' as target audience, 'most people have used my product') with zero verifiable evidence of traction, active users, or realistic revenue. While the technical stack mentioned (Deep Learning, Python, Hadoop) has market relevance, the overall poor response quality and lack of tangible metrics result in a minimal score reflecting no verifiable traction.

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Score Breakdown

Real World Utility+37.5
Audience Reach Impact+2.0
Technical Innovation+22.5
Evidence Of Traction+1.25
Market Timing Relevance+50.0
Functional Completeness+1.25
Subtotal+114.5
Usefulness Multiplierx0.85
Final Score+97

Project Details

Project URL
Description
ikval softwares LLP has a primary focus of applying Machine Learning techniques to challenging problems, to find innovative solutions. Started with research in Machine Learning, in 1994 A second focus is "Software Quality" and "Software Testing". We also use best practices from Product Lifecycle Management Machine Learning Image Identification in Government documents Natural Language Processing in Childcare reports Intelligent Information retrieval in Banking Keystroke dynamics Platforms DL4J, PYTHON, TENSOR FLOW – Keras, JAVA – Machine learning library, WEKA, JMetal, HADOOP, SPARK Technologies Deep Learning, Bayesian networks, Inductive Decision Trees, Classification, Regression, Prediction, Association rule mining We have prior experience in building: Integrated machine learning system, Machine learning application to build models of students. Software Testing Automation test scripts in Selenium for testing web based Health reporting applications. Integrate TestNG, ExtendReports with Selenium scripts. We have prior experience in: Designing, developing Automated Testing tool for Real time systems (PERL, interfacing with eVC++) Designing, developing test management systems to ensure test coverage, test prioritization efficiently. Team Arunkumar B Director & Co-Founder PhD Machine Learning Consulted with Real time s/w development firm Managed international s/w development + testing with USA and Switzerland clients Believes people make the difference Passionate about Artificial Intelligence Sapna PG Director and Co-Founder Ph.D. Software Testing Multi-faceted, Scientific Artistic, Nature lover Amicable and a stickler for perfection Manasi Arora Software Architect Fifteen years of experience in Software development, Designing, Architecture Understands requirements perfectly Designs simple solutions Sangeetha S Chief Technologist Fifteen years of experience in Software development, Designing, Architecture Meticulous Experience with real time systems

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