{"id":89160,"title":"Knowtex: Transparent, Explainable AI for Smarter Healthcare","tagline":"Model Evaluation Platform for AI transparency, traceability, and reliability in clinical workflows.","body":"[Knowtex](http://www.knowtex.ai/) is a voice AI platform built to empower healthcare organizations, turning real-time doctor-patient conversations into accurate clinical notes, ICD-10 and E\u0026M codes tailored by medical specialty, including an admin dashboard for operations to save hours on admin work and billing.\n\n**Bringing Visibility to AI in Medicine**\n\nAI has the power to transform healthcare, but [black box decision-making](https://www.ama-assn.org/practice-management/digital/succeed-health-care-ai-get-rid-black-box) has no place in patient care. Knowtex is changing the game by making AI measurable and explainable, ensuring clinicians and healthcare systems can understand and trust every AI-driven recommendation.\n\n**What This Means for Healthcare Teams**\n\nWith the Model Evaluation Platform, Knowtex can now:\n\n* Evaluate AI performance in real-world clinical workflows for accuracy and reliability\n* Enhance traceability by surfacing insights into model predictions and decisions\n* Strengthen accountability with structured benchmarking and continuous monitoring\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXcWhj4wXNN6O4XKxH85tksdXx469QoqDrlorbk5r4Z_uuiwI_hTMzeAX4a4yfyikYpLGKwm4gel84baxTcEa6kILyK4y_nxq7MMnOFMmvAr7FmocYgGxsTPRuATxto9XWZU8fwnyg?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n**Trust, But Verify**\n\nInnovation in AI isn’t about chasing what’s new—it’s about measurable progress. Knowtex doesn’t just release updates; we test them against real-world clinical benchmarks to ensure every iteration is an improvement. Our benchmarking gauntlet allows us to pit the latest-and-greatest against our tried-and-true models, ensuring that Knowtex isn’t just keeping up—we’re leading the charge in rapid iteration and continuous improvement.\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXetEQTUDcqPf954aHWHsmolvU5-QBqtMAEvsuA4RTcKUTNuaJ1M6-HPANSPkJuQR3d1PNvWqAVobaz0DLVgy--L3Qr7tgWx6EUT8Htdvlal64jbWI7LB-4ioma4clTtiQzdITqO9g?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXesQhl_ORLRLMQn1ZAzQKnmHVyziix2px5YivuMSAO74X8TJ61Nh537JeDS8om07m4mGoIdVoIdpyF5fR8yN8km71y19eY-SFN2Z3Oaq21ARKZ0hWHnAZOcMRkQJie9fZGlBbr0Qg?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\n![](https://lh7-rt.googleusercontent.com/docsz/AD_4nXek2LkdtRHW22jTpy-JAtYsJeW-ZKkNhrayHjn4EqHnfKOJQww_o46SrsRLbNilTYPyz60OmZd8XLz4byR-8i0KdOMBHimNH5EoPuYEg_AxlNFWOFyy1jSM28t2pMkKC8IlTHwvVw?key=S8aaCf-5dF0d1mRQ7mAPtwJR)\n\nKnowtex’s benchmarks are built on insights from providers across multiple disciplines and focus on areas that matter most to them, such as:\n\n* **Style** – How well does the AI-generated note match the clinician’s voice? Over time, the model learns and adapts to improve precision.\n* **Note Length** – Does the AI capture the necessary details while avoiding unnecessary verbosity?\n* **Summarization Faithfulness** – How accurately does the summarized note convey the entirety of the clinical encounter?\n* **Structure** – Does the AI-generated note align with the expected template and clinical formatting?\n\nAt Knowtex, **AI isn’t just a tool—it’s a trusted partner in patient care.** Accuracy, clarity, and alignment with clinician needs are non-negotiable.\\\n\\\nThank you to Muhammad Khalifa and Nicholas Talbot for leading this project.\n\nStay tuned as we continue pushing the boundaries of explainable AI in healthcare!\n\nSimply head to [app-knowtex.com](http://app-knowtex.com) to create your account, and you’ll have full access to our voice AI documentation and coding solution supported by this Model Evaluation Platform. We’d love to hear your feedback, feature requests, and any suggestions you have at [demo@knowtex.ai.](mailto:demo@knowtex.ai)\n\nGet Started for Free → [app-knowtex.com](http://app-knowtex.com)","slug":"NC4-knowtex-transparent-explainable-ai-for-smarter-healthcare","created_at":"2025-04-01T15:54:35.840Z","updated_at":"2026-05-25T00:53:14.970Z","total_vote_count":32,"url":"https://www.ycombinator.com/launches/NC4-knowtex-transparent-explainable-ai-for-smarter-healthcare","share_image_url":"https://lh7-rt.googleusercontent.com/docsz/AD_4nXetEQTUDcqPf954aHWHsmolvU5-QBqtMAEvsuA4RTcKUTNuaJ1M6-HPANSPkJuQR3d1PNvWqAVobaz0DLVgy--L3Qr7tgWx6EUT8Htdvlal64jbWI7LB-4ioma4clTtiQzdITqO9g?key=S8aaCf-5dF0d1mRQ7mAPtwJR","company":{"id":27185,"name":"Knowtex","slug":"knowtex","url":"http://www.knowtex.ai/","logo":"https://bookface-images.s3.amazonaws.com/small_logos/f4dbfd0d7148fdd21093b73066565ae1d3a5d614.png","batch":"Summer 2022","industry":"Healthcare","tags":["Health Tech","B2B","Productivity","Digital Health","AI"],"search_path":"https://bookface.ycombinator.com/company/27185"}}