Proof of Usefulness Report

Suki

Analysis completed on 2/17/2026

+542
Proof of Usefulness Score
Industry Mainstay

The project 'Suki' is a high-value, verified Series D healthcare AI company with ~$165M in funding and a valuation of ~$500M, placing it in the 'Much larger scale' category (400–700+). However, the submission itself ('LunarForge') was of extremely low quality, containing factual errors (e.g., reach: 'everyone'), lazy placeholders, and a mismatch in the project name. The score reflects the high real-world utility and verified traction of Suki.ai, heavily weighted by external verification, while penalizing the specific response quality. Weights were scaled (5x) to align with the calibration reference (HackerNoon=333).

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Score Breakdown

Real World Utility+119
Audience Reach Impact+90
Technical Innovation+68
Evidence Of Traction+178
Market Timing Relevance+50
Functional Completeness+3
Subtotal+508
Usefulness Multiplierx1.067
Final Score+542

Project Details

Project URL
suki.ai
Description
Suki is a leading technology company that provides AI-powered voice solutions for healthcare. Its mission is to reimagine the healthcare tech stack, making it invisible and assistive to lift the administrative burden from physicians. Its flagship product is Suki Assistant, an AI assistant that helps clinicians complete documentation and other administrative tasks 72% faster on average. Suki also offers its proprietary AI platform, Suki Platform, to partners who want to create a best-in-class AI experiences for their solutions. From ambient documentation to voice commands to filling forms by voice, healthcare technology companies can seamlessly add AI features to their solutions with Suki Platform. Suki is backed by premier investors such as Venrock, First Round, March Capital, Flare Capital Partners, and Breyer Capital.

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