Leadership Voices
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Matthew Ko on the journey to partnering with Flatiron Health

How a personal connection to oncology shaped the company’s mission and led to its partnership with Flatiron Health to enhance cancer care.

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For CEO Matthew Ko, DeepScribe's partnership with Flatiron Health represents more than just business growth – it's the fulfillment of a personal mission. In this interview, Ko reveals how cancer touched his own family, inspiring DeepScribe's founding commitment to oncology and its unique approach to specialty-specific AI.

The partnership, which brings DeepScribe's ambient AI documentation to Flatiron's OncoEMR® platform, will serve more than 4,200 providers across 800+ community-based cancer centers nationwide. Ko explains that oncology documentation presents distinct challenges that require specialized AI models, challenges that DeepScribe has been addressing since inception.

Transcript:

The traction that we've made in oncology and now with our partnership with Flatiron, it means a lot to me. It means that we're really delivering on our promise, and this world is starting to notice. We also are very, very particular about building custom models for specific specialties and for specific providers. For those of you that don't know, we started the company oncology. My mom had breast cancer, and my cofounder's dad is an oncologist through that experience and through my cofounder's father.

That's really how we came up with this idea of DeepScribe to begin with. If you ever spend time, reading notes, for cancer visits, what you'll find is that they're really different from a lot of the other types of notes that you see in medicine. To design a workflow and design a product, design a technology, that is able to accommodate for the nuances of cancer care has been a challenge, but it's also been rewarding. And one of those rewards is this partnership with Flatiron where they, really acknowledged all the work that we've done and, you know, chose us as as their partner.

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AI Medical ScribeKLAS scoreSpecialty supportDocumentation intelligence (context, coding, automation)EHR SupportCustomizationRollout model and enterprise readinessBest for
DeepScribe98.8 / 100*Deep specialty coverage: oncology, cardiology, urology, orthopedics, gastroenterology, + moreContextual notes (pulls history, labs,, etc.)  CPT, ICD-10, HCC codingEpic, athenahealth, DrChrono, eClinicalWorks, iKnowMed, OncoEMR, UroChart, ModMed, Objective Medical Systems, + moreDeep, per-clinician customization; learns each clinician’s style and supports granular control over templates, structure, and phrasing.Structured enterprise rollouts with governance, analytics, and at-the-elbow supportHealth systems, private practices, and specialists that need customizable, specialty-aware AI for complex workflows
Abridge95.3 / 100Strong in primary care and templated, compliance-driven workflowsContextual notes (pulls history, labs,, etc.)  CPT, ICD-10, HCC codingEpic (primarily), athenahealth, CernerConfigurable templates and note sections; orgs define templates, clinicians adjust sections within structured, guideline-aligned notesEnterprise deployments optimized for Epic workflowsHealth systems on Epic, particularly within primary care
Commure93.3 / 100*General coverage; specialty outcomes still emergingCPT, ICD-10 codingBroad EHR supportCustom templatesOn-site enablement and configurationHealth systems that want hands-on rollout support and iterative specialty build-out
Suki93.2 / 100Fast time-to-value in primary care; specialty depth variesAmbient notes, dictation  ICD-10, HCC codingEpic, athena, Oracle health, MeditechMulti-mode control (ambient, dictation, commands)Fast time-to-value; standard enterprise onboardingPrimary care and multi-specialty groups seeking fast time-to-value
Microsoft DAX92 / 100Multi-specialty support; strongest in Epic workflowsICD-10 codingEpic (primarily), CentricityCustom templatesStructured enterprise rollouts; heavy IT involvementOrganizations on Epic
Nabla90.9 / 100Flexible; broad but maturing specialty depthAmbient notes, agentic automation  ICD-10, HCC codingEpic, athenahealth, eClinicalWorks, NextGen Custom templatesLightweight, flexible deployment via web and mobileOrganizations that want flexible, lightweight solution
EpicN/ABuilt for Epic-native workflows; specialty depth unknownStill emergingNative to EpicStill emergingStill emergingOrganizations on Epic