Voquill: The AI coworker that helps pathologists work cases faster

The AI coworker that helps pathologists work cases faster

Voquill is the AI coworker that helps pathologists write their case reports faster. It listens as they work the case, learns their reporting style, maximizes reimbursement codes, and produces a sign-out ready report in real-time. Pathologists bill $30–40B each year, but spend a third of their time on reporting, and lose another third of their contracted revenue to documentation gaps and billing errors. It's a massive drag on a field that's already short-staffed. We're building an agentic platform to manage every aspect of the lab and displace the billions spent on legacy management systems.

Active Founders

Michael Gibson

Founder

Michael is the co-founder & CEO of Voquill. He spent 5 years at Techcyte, a digital pathology company, joining as a junior engineer straight out of college and rising to VP of Engineering, where he managed a team of 55. At Techcyte, he led the AI team and architected digital pathology systems deployed at Mayo Clinic and other large reference laboratories.

Michael Gibson

Founder

Michael is the co-founder & CEO of Voquill. He spent 5 years at Techcyte, a digital pathology company, joining as a junior engineer straight out of college and rising to VP of Engineering, where he managed a team of 55. At Techcyte, he led the AI team and architected digital pathology systems deployed at Mayo Clinic and other large reference laboratories.

Henry Habib

Founder

Henry is the co-founder and COO of Voquill. Before Voquill, Henry was a Principal at Oliver Wyman, where he led large AI and automation deployments for F500 companies. He previously founded The Intelligent Worker, an AI education and training company with 500K paying students.

Henry Habib

Founder

Henry is the co-founder and COO of Voquill. Before Voquill, Henry was a Principal at Oliver Wyman, where he led large AI and automation deployments for F500 companies. He previously founded The Intelligent Worker, an AI education and training company with 500K paying students.

Josiah Saunders

Founder

Josiah is the co-founder and CTO of Voquill. He led the forward-deployed team developing an AI pathology platform for customer labs (including The Mayo Clinic, Quest, Labcorp) at Techcyte. He was previously a founding engineer at Relay Health (YC S22).

Josiah Saunders

Founder

Josiah is the co-founder and CTO of Voquill. He led the forward-deployed team developing an AI pathology platform for customer labs (including The Mayo Clinic, Quest, Labcorp) at Techcyte. He was previously a founding engineer at Relay Health (YC S22).

Company Launches

Voquill - Voice AI for Pathologists

See original launch post

Hey YC,

We’re Michael, Josiah, and Henry, co-founders of Voquill.

TLDR: Voquill is an AI coworker that helps pathologists write cases faster using their voice. Over the last 4 weeks. We’ve onboarded 25+ pathologists.

https://youtu.be/Iw3n94o52Js

The Problem:

Pathologists are doctors who diagnose diseases by looking at tissues, cells, and fluids. They spend their whole day looking through a microscope, observing patterns, and then documenting their findings. These reports can be repetitive and tedious. Pathologists bill a total of $30-$40BN each year yet a third of that spend goes to documentation, not diagnosis, which is a massive drag on a field that's already short-staffed.

Our Solution:

Voquill is an AI coworker that helps pathologists write their reports faster. Think of it like an AI resident that listens to the pathologist as they work the case and drafts the report automatically. It learns the pathologists reporting style from their old cases, and ensures every report meets the bar for quality. We go beyond dictation and don't generate a transcript, but a finished sign-out ready report instead. This enables pathologists to spend more time on patient outcomes and sign out more cases.

There is already a shortage of pathologists when compared to the case demand. This gap is expected to increase to 25% over the next decade. We’re building Voquill to give pathologists the tools they need to work faster.

One More Thing:

Voquill is being used by 25 pathologists from a leading F500 lab, saving each one ~20% in case writing time every day. We started with voice reporting because it's the highest-leverage moment in the workflow. We’ve since found that it's also the right moment to fix billing: as pathologists describe what they see, Voquill suggests the optimal CPT codes, helping labs capture more of the $8B+ they currently leave on the table.

The Team:

Michael and Josiah previously worked at Techcyte, where they led the AI team and architected digital pathology systems. Henry was a Principal at Oliver Wyman, building AI and automation tools for F500 firms.

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Our Ask:

If you know any pathology labs or pathologists that sign out cases, please introduce us by emailing michael@voquill.com. Or, book a demo here.