Proof of Usefulness Report

KeyReply (AngelPad #10)

Analysis completed on 1/24/2026

+498
Proof of Usefulness Score
Industry Mainstay

KeyReply is a verified, high-traction Enterprise AI platform specializing in healthcare and patient engagement. Despite a low-quality submission (claiming 'everyone' as audience), external validation confirms significant scale: accreditation by IHiS (Singapore Ministry of Health's tech agency), verified use by major insurers (AIA) and hospitals, and over 83 million AI-powered interactions. The company generates estimated annual revenue in the $5M-$10M range, positioning it well above the calibration baseline. The project demonstrates high real-world utility in a critical sector, though the submission text failed to accurately reflect its sophistication.

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+148.44
Audience Reach Impact+93.50
Technical Innovation+60.00
Evidence Of Traction+115.00
Market Timing Relevance+47.50
Functional Completeness+1.25
Subtotal+465.69
Usefulness Multiplierx1.07
Final Score+498

Project Details

Project URL
Description
KeyReply is an enterprise conversation AI platform with knowledge management and patient engagement automation capabilities. It offers specialized workflows for patient servicing and medical protocol information access. \n\nIt provides patients and clinicians with appropriate answers by creating contextually relevant information derived from content across the organization. \n\nUnlike manual customer support or a small number of subject matter experts who are expensive, inconsistent to sale and has a long lead time to hire and train, especially in a specialized and high stakes domain like healthcare. \n\n \n\nKeyReply works best for hospitals who need to provide responses to patients and multiple stakeholders from multiple-segmented teams. Hospitals can reduce response times and improve response rates with less skilled staff in a high turnover environment while improving patient satisfaction. \n\nHospitals also need accurate and up to date information to be given in an efficient and mass personalized manner. \n\nText analytics will also enable management to collect strategic feedback and understand what patients are concerned about. \n\n \n\nAs a result, KeyReply enables end to end transactions and cross-domain queries, which enables customer service turnaround time to be improved by 95% and speed up information retrieval by more than 3x. \n\nIt also reduces the onboarding training time and mistakes from new staff. \n\nKeyReply is accredited by IHiS (Integrated Health Information Systems - the technology agency for the public healthcare sector in Singapore) as a Health Chatbot solution.\n\nKeyReply is also a WhatsApp Business Solution Provider and enables omnichannel platforms and enterprises to utilise WhatsApp to better serve their stakeholders.

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