Side-by-side comparison of AI visibility scores, market position, and capabilities
San Francisco ambient AI scribe using smartphone to listen to patient visits; generates structured EHR notes within minutes, customizable to each physician's documentation style.
DeepScribe is a San Francisco-based ambient AI medical scribe company that uses machine learning to listen to physician-patient conversations and automatically generate complete, structured clinical documentation without physician dictation or manual entry. The platform runs on a smartphone placed in the exam room, processes the conversation to identify medically relevant information, and presents a complete draft note in the EHR within minutes of the visit ending. DeepScribe differentiates through its customization capabilities — physicians can train the AI to match their personal documentation style, preferred note templates, and specialty-specific terminology, making the output immediately publishable with minimal editing. The company serves primary care, specialty, and urgent care physicians as well as telehealth providers. Founded in 2017, DeepScribe raised over $30M from investors including Kaiser Permanente Ventures, Greycroft, and SignalFire. The company has demonstrated significant time savings for clinicians and reductions in EHR-related stress. It competes with Suki AI, Nuance DAX, and Freed AI in the ambient medical scribe market.
Armonk NY hybrid cloud and enterprise AI (NYSE: IBM) at $62.8B revenue; $6B+ generative AI bookings, record $12.7B free cash flow 2024, DataStax acquisition for watsonx vector database competing with Microsoft Azure for enterprise AI.
International Business Machines Corporation (IBM) is an Armonk, New York-based global technology and consulting company — publicly traded on the New York Stock Exchange (NYSE: IBM) as an S&P 500 component — providing hybrid cloud infrastructure, artificial intelligence software, and enterprise IT consulting through approximately 270,300 employees in 170 countries with $62.8 billion in annual revenue. Founded on June 16, 1911, as Computing-Tabulating-Recording Company through a merger orchestrated by financier Charles Ranlett Flint, renamed IBM in 1924 under Thomas Watson Sr., IBM has undergone multiple strategic transformations over its 110+ year history: building the System/360 mainframe platform (1964), launching the IBM PC (1981), selling the PC division to Lenovo (2005, $1.75B), and completing the $34 billion Red Hat acquisition (2019) that repositioned IBM as a hybrid cloud platform company. CEO Arvind Krishna (appointed April 2020) has focused IBM's strategy on three areas: hybrid cloud (powered by Red Hat OpenShift, the enterprise Kubernetes platform), AI (the watsonx platform for enterprise AI model development and deployment), and enterprise consulting. Under Krishna, IBM recorded $12.7 billion in free cash flow in 2024 (a company record), surpassed $6 billion in generative AI bookings since June 2023, and saw the stock price double — trading at all-time highs through 2024-2025. IBM announced the DataStax acquisition in 2025 to deepen watsonx's data layer with AstraDB (vector database for AI applications), DataStax Enterprise (Apache Cassandra), and Langflow (low-code AI agent development).
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