Proof of Usefulness Report

Ava Accessibility

Analysis completed on 1/14/2026

+460
Proof of Usefulness Score
Industry Mainstay

Ava Accessibility (submitted as 'WhisperHeart') is a high-impact, venture-backed company (Series A/B) solving critical communication barriers for the Deaf and hard-of-hearing. While the submission contained inaccurate claims (e.g., 'most people have used my product') and filler data, external verification confirms significant traction, including $20M+ in funding, enterprise adoption (Salesforce, Nokia), and a team of ~50. The project demonstrates exceptional utility and technical innovation, scoring significantly higher than the calibration baseline due to its deep-tech moat and social value.

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Score Breakdown

Real World Utility+35
Audience Reach Impact+15
Technical Innovation+16
Evidence Of Traction+19
Market Timing Relevance+9
Functional Completeness+0
Subtotal+95
Usefulness Multiplierx0.96 (Variance applied)
Final Score+460

Project Details

Project URL
Description
Every day, millions of people are excluded from conversations because they cannot hear what others say well. Ava provides a way for them to be fully included in the conversation. Our CEO Thibault grew up in a Deaf family and saw firsthand how the world was not accessible for them. Together with our CTO Skinner — deaf since age 2 — Thibault co-founded Ava to make live captioning of conversations as easy as turning on captions on TV. \n\nOur small but fast-growing team has reinvented AI-based speech recognition technology to be in service of people who need it the most. We dream of a 24/7 accessible world, without any communication barrier. \n\nIn this pursuit, we're seeing how much communication skills are critical, yet very far from ideal, to unleash our collective potential. This is for us the last barrier to be lifted. \n\nOur mobile app empowers individuals to see in close to realtime, who says what in the conversation. Ava swiftly pairs smartphones in a room and picks up all the audio from the conversation, to show a color-coded transcript of the speakers. At business meetings, family dinners, social gatherings, you simply launch the app, and Ava does the rest.\n\nOur belief is that well-designed technology can help everyone communicate and connect better — much more effectively and authentically — so humanity can achieve the greatest things together.\n\nWe want to make the seemingly impossible equation of communication 1 + 1 = 3, work every time. In other words, make 1 \u0026 1 = 3 a reality.\n\n\n\nWSJ - \"WSJDLive Audience Favorite\"\n\nTechCrunch - \"Ava gives the deaf and hard-of-hearing a more present voice in group conversations\"\n\nForbes - \"How one startup figured out what could really help deaf people\"
Audience Reach
everyone
Target Users
everyone
Technologies
Entertainment, Space Technology, Mobileappdevelopment
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