Proof of Usefulness Report

NewFangled Vision Pvt. Ltd.

Analysis completed on 2/4/2026

+264
Proof of Usefulness Score
Gaining Momentum

NewFangled Vision is a verifiable active entity (est. 2019) with a functional product (VADY) and validated clients like Hero Steels. However, the submission contains significant inaccuracies: the claim that 'most people have used my product' is demonstrably false for a B2B BI tool, and the revenue/marketcap figure is ambiguous and low for a claimed 125-person team (actual estimated revenue ~₹1.16 Cr / $140k USD). While the 'No LLM' privacy-focused NLP approach has merit for enterprise security, the 7-year slow traction relative to team size and the hyperbolic claims significantly impact the score. The project falls into the 'Small but promising' to 'Comparable' lower-bound category due to verified existence but weak financial traction.

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Score Breakdown

Real World Utility+100.0
Audience Reach Impact+10.0
Technical Innovation+60.0
Evidence Of Traction+37.5
Market Timing Relevance+60.0
Functional Completeness+10.0
Subtotal+277.5
Usefulness Multiplierx0.95
Final Score+264

Project Details

Project URL
Description
At NewFangled Vision, we are transforming business decision-making by turning complex enterprise data into clear, actionable insights instantly. Our innovative product, VADY, acts as a Digital AI Developer, allowing businesses to access real-time answers, visualizations, and reports directly from their ERPs, CRMs, Excel sheets, and databases without any manual reporting or technical dependency. VADY eliminates manual efforts, reduces reliance on technical teams, and accelerates decision-making, enabling businesses to focus on growth and strategy instead of data processing. By delivering instant, data-driven insights, VADY helps businesses make faster, smarter, and informed decisions effortlessly. What sets us apart is that VADY uses its own NLP engine instead of LLMs (Large Language Models), ensuring 100% data privacy, zero hallucinations, and highly accurate insights allowing businesses to trust their data without compromising security or accuracy. Newfangled Vision is Trusted by industry leaders like Hero Enterprise, Hero Steel, Hero Homes, Hero Insurance, BARC India, SAMTEL Group, TM International, LG Electronics, My Lab Connect, Shiram Pistons and African Industries Group, we are helping businesses unlock the full potential of their data with no technical dependency or manual processes. Step into the future of business intelligence with VADY: https://is.gd/ne7gNj

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