Proof of Usefulness Report

ByteEDGE

Analysis completed on 2/14/2026

+362
Proof of Usefulness Score
Certified Problem Solver

ByteEDGE is a verifiable Seed-stage company (ByteEDGE Learning Pvt Ltd) with ~$1.5M funding and ~$720k annual revenue (FY24), offering a legitimate AI-powered knowledge transfer platform. However, the submission contains severe inaccuracies: it claims a team size of 350 (actual is ~40 verified via Tracxn/LinkedIn) and user reach of 'everyone/most people' (actual is ~30 enterprise clients). While the technology and market timing are strong (AI video for corporate L&D), the score is heavily penalized for false traction claims and low-quality response data.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+16.25
Audience Reach Impact+1.0
Technical Innovation+9.0
Evidence Of Traction+4.38
Market Timing Relevance+8.5
Functional Completeness+0.25
Subtotal+393.8
Usefulness Multiplierx0.92
Final Score+362

Project Details

Project URL
Description
byteEDGE is a next-generation, AI-powered Knowledge Performance System that helps enterprises deliver their domain knowledge and personalized learning experiences to employees & partners at scale. Companies using short digestible knowledge bytes see a 50% higher win rates. People today prefer to watch not read. The workforce has evolved. The way we transfer knowledge must change too. byteEDGE transforms static documents into cinematic multilingual videos, which is streamed to the workforce on a consumer grade mobile app instantly. Our unique full stack approach is a game changer with AI generated document to multi-lingual video creation, Instagram style mobile first experience, seamless integration with core business platforms and real time insights to measure engagement. Unlike traditional LMS platforms that focuses on content hosting and compliance tracking, byteEDGE emphasizes capability development, real-time access to organization knowledge, and learning in the flow of work. The platform enables enterprises to move away from static SCORM modules toward immersive, high-retention learning formats — including AI-powered role plays, digital coaching simulations, knowledge assistant chats and swipe-able video reels.

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