Knowtex Launches: Transparent, Explainable AI for Smarter Healthcare

By
·
February 9, 2026

Knowtex recently launched!

Launch YC: Knowtex: Transparent, Explainable AI for Smarter Healthcare

‍

"Model Evaluation Platform for AI transparency, traceability, and reliability in clinical workflows."

‍

Founded by Caroline Zhang & Jocelyn Kang‍‍

‍

Knowtex is a voice AI platform built to empower healthcare organizations, turning real-time doctor-patient conversations into accurate clinical notes, ICD-10 and E&M codes tailored by medical specialty, including an admin dashboard for operations to save hours on admin work and billing.

‍

Bringing Visibility to AI in Medicine

AI has the power to transform healthcare, but black box decision-making 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.

‍

What This Means for Healthcare Teams

With the Model Evaluation Platform, Knowtex can now:

  • Evaluate AI performance in real-world clinical workflows for accuracy and reliability.
  • Enhance traceability by surfacing insights into model predictions and decisions.
  • Strengthen accountability with structured benchmarking and continuous monitoring.

‍

Image Credits: Knowtex

‍

Trust, But Verify

Innovation in AI isn’t about chasing what’s new—it’s about measurable progress. Knowtex doesn’t just release updates; they test them against real-world clinical benchmarks to ensure every iteration is an improvement. Their benchmarking gauntlet allows Knowtex to pit the latest-and-greatest against their tried-and-true models, ensuring that Knowtex isn’t just keeping up—they’re leading the charge in rapid iteration and continuous improvement.

‍

Image Credits: Knowtex

‍

Image Credits: Knowtex

‍

Image Credits: Knowtex

‍

Knowtex’s benchmarks are built on insights from providers across multiple disciplines and focus on areas that matter most to them, such as:

  • Style – How well does the AI-generated note match the clinician’s voice? Over time, the model learns and adapts to improve precision.
  • Note Length – Does the AI capture the necessary details while avoiding unnecessary verbosity?
  • Summarization Faithfulness – How accurately does the summarized note convey the entirety of the clinical encounter?
  • Structure – Does the AI-generated note align with the expected template and clinical formatting?

At 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.

Stay tuned as they continue pushing the boundaries of explainable AI in healthcare!

‍

Learn More

‍

🌐 Visit www.knowtex.ai to learn more.
‍
👉 Simply head to app-knowtex.com to create your account, and you’ll have full access to Knowtex's voice AI documentation and coding solution supported by this Model Evaluation Platform.
‍
🤝 The founders would love to hear your feedback, feature requests, and any suggestions you have. Please reach out via email here.

‍

🌟 Get Started for Free → app-knowtex.com.‍
‍
‍‍👣 Follow Knowtex on LinkedIn & X.

‍