Proof of Usefulness Report

HaiLL LLC

Analysis completed on 2/28/2026

+28
Proof of Usefulness Score
You're In Business

The project describes a theoretically useful rPPG (remote photoplethysmography) technology, but the submission contains critical contradictions and demonstrably false claims. While the technical description is professional and detailed (likely marketing copy), the claim that 'most people have used my product' is entirely inconsistent with a stated 'marketcap' of 50,000 and a 2024 launch date. The use of 'marketcap' instead of revenue suggests a potential crypto/token structure or a misunderstanding of business metrics. A team size of 30 is economically impossible with the stated financial figures unless unpaid. The submission lacks verifiable evidence and relies on hyperbolic statements.

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Score Breakdown

Real World Utility+16.25
Audience Reach Impact+0.50
Technical Innovation+3.75
Evidence Of Traction+0.63
Market Timing Relevance+8.00
Functional Completeness+0.50
Subtotal+29.63
Usefulness Multiplierx0.95
Final Score+28

Project Details

Project URL
haill.ai
Description
Pioneering AI-Powered Vital Sign Measurement for B2B Integration Haill.ai delivers a next-generation Software Development Kit (SDK) engineered to seamlessly integrate advanced, contactless health vital measurements into digital products and enterprise solutions. Leveraging state-of-the-art computer vision and signal processing, Haill.ai can transform any camera-enabled device into an industry-grade clinical health assessment tool. Technology Highlights • AI-Driven Photoplethysmography (PPG): Utilising proprietary algorithms, Haill.ai extracts physiological signals from facial and fingertip video streams, enabling accurate, real-time measurement of heart rate, blood pressure, respiratory rate, stress, and hydration—without the need for wearables or manual input. • Edge Processing & Cloud Scalability: The SDK is optimised for both on-device (edge) and cloud deployments, ensuring low-latency analysis, robust privacy, and scalable integration across diverse platforms and environments. • Continuous, Real-Time Monitoring: Haill.ai supports continuous health monitoring, providing real-time analytics and early warning indicators for clinical and wellness applications, enhancing both patient safety and operational efficiency. • Data Security & Compliance: Built with enterprise-grade security, Haill.ai is designed to meet stringent data privacy standards, including HIPAA and GDPR, supporting secure transmission and storage of sensitive health data. • Customisable Analytics Dashboards: Advanced visualisation and reporting tools empower organisations to derive actionable insights from aggregated health data, supporting data-driven decision-making and personalised care pathways. Scientific Insights • Eliminates the need for physical contact or wearable sensors, reducing barriers to adoption and improving user compliance. • Delivers medical-grade accuracy through advanced RPPG algorithms and AI calibration, validated against clinical standards.

Algorithm Insights

Market Position
Growing utility with room for optimization
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