Proof of Usefulness Report

Devnagri

Analysis completed on 1/19/2026

+351
Proof of Usefulness Score
Certified Problem Solver

Devnagri is a verified B2B AI translation platform addressing the significant language barrier in India (high utility). While the project submission was poor (vague claims like 'everyone', unlabelled revenue figures), external validation confirms strong traction: ~$1.25M annual revenue (FY24), ~$1.66M in seed funding, and a team of ~55 employees. The project leverages a proprietary 'Vaani' NLP model and a community of 5,000+ translators. The score is calibrated to reflect this solid commercial traction and market relevance, penalized slightly for the low-effort submission.

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Score Breakdown

Real World Utility+102
Audience Reach Impact+60
Technical Innovation+42
Evidence Of Traction+105
Market Timing Relevance+34
Functional Completeness+1
Subtotal+344
Usefulness Multiplierx1.02
Final Score+351

Project Details

Project URL
devnagri.com
Description
Devnagri is an AI-powered human translation platform to help businesses reach 1B + Indian Internet users in their regional languages. Devnagri combines Neural Machine Translation with machine learning and a Community to power translations. Our AI-human solution is delivering enterprise business translation at scale. Devnagri Platform has an extensive and continuously growing community; currently having 5000+ translators. We aim for Scalability, Savings and Satisfaction. \n
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Energy Solutions, Banking
Traction Evidence
most people have used my product

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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