Proof of Usefulness Report

Sacher AI

Analysis completed on 2/12/2026

+427
Proof of Usefulness Score
Certified Problem Solver

Sacher AI is a legitimate, high-potential B2B consultancy at the intersection of Generative AI and chronic condition management (Obesity/GLP-1). Verified existence of proprietary tools (PromptSafe®) and partnerships with major health players (Allurion, Numan). However, the submission data was poor (e.g., claiming 'everyone' as audience and 'most people' as traction), which severely penalized the score despite strong real-world utility and market timing.

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Score Breakdown

Real World Utility+200
Audience Reach Impact+40
Technical Innovation+112.5
Evidence Of Traction+60
Market Timing Relevance+90
Functional Completeness+10
Subtotal+512.5
Usefulness Multiplierx0.83
Final Score+427

Project Details

Project URL
Description
Founded by digital health clinician and behavioural AI scientist Dr Paul Sacher, we specialise in large language model (LLM) development for chronic condition management - particularly obesity and mental health - integrating clinical expertise with AI product development and behavioural science. Our four core services: 🟧 AI strategy – We help health and MedTech organisations shape their AI roadmap, align with standards like ISO42001, and demonstrate investor-ready clinical and commercial value. 🟧 LLM solutions for patient support – We design and build safe, personalised AI health assistants tailored for GLP-1–based obesity programmes and other chronic conditions, combining generative AI with behavioural insights to improve engagement and outcomes. 🟧 PromptSafe® AI safety evaluation – PromptSafe is our proprietary simulation and safety testing tool for LLMs. It uses persona-based conversations to detect tone, risk, and accuracy issues before deployment, helping teams comply with internal QA and regulatory frameworks. 🟧 Clinical & behavioural AI research – We conduct rigorous evaluation of AI solutions, including study design, behavioural testing, and academic publication support - offering credibility with regulators, funders, and partners. At the heart of our work is our Research and Innovation Lab, which supports clients from early feasibility to deployment-ready MVPs. Whether leading delivery or embedding within your team, we offer deep technical, clinical, and behavioural science expertise to accelerate your AI ambitions.

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