Ambience Healthcare vs IBM

Side-by-side comparison of AI visibility scores, market position, and capabilities

IBM leads in AI visibility (80 vs 19)
Ambience Healthcare logo

Ambience Healthcare

EmergingHealthcare Tech

AI Clinical Documentation

Ambience Healthcare raised $370M (~$1B valuation) and hit $30M ARR with ambient AI documentation across 100+ specialties, eliminating the documentation burden driving clinician burnout.

AI VisibilityBeta
Overall Score
D19
Category Rank
#3 of 4
AI Consensus
83%
Trend
up
Per Platform
ChatGPT
22
Perplexity
16
Gemini
17

About

Ambience Healthcare was founded in 2020 in San Francisco with a mission to eliminate the documentation burden that drives clinician burnout and degrades patient care quality across health systems. The company builds ambient AI documentation technology that listens to clinical encounters across more than 100 medical and surgical specialties, generating accurate, complete clinical notes in the background without requiring clinicians to dictate or type. Ambience's core technology leverages large language models purpose-trained on clinical language, specialty-specific note structures, and electronic health record formatting requirements to produce documentation that is ready for review with minimal editing.\n\nAmbience's platform is deployed across health systems ranging from large academic medical centers to independent practices, covering more than 100 specialties including primary care, surgery, oncology, behavioral health, and pediatrics. Unlike narrower documentation tools that focus on a single specialty or encounter type, Ambience's breadth allows health systems to deploy a single solution enterprise-wide. The platform integrates with major EHR systems including Epic and Cerner, embedding documentation into existing clinical workflows without requiring behavior change from clinicians. Ambience achieved approximately $30 million in annual recurring revenue as of May 2025.\n\nAmbience Healthcare has raised approximately $370 million in total funding, approaching a $1 billion valuation, from investors including Andreessen Horowitz and other leading healthcare-focused venture firms. The company competes with Nuance DAX, Suki, and Nabla in the ambient documentation space but differentiates through its specialty breadth, enterprise EHR integration depth, and strong health system relationships. As health systems face escalating clinician burnout and documentation-driven inefficiency, Ambience's full-enterprise approach positions it as a platform of record for ambient clinical intelligence.

Full profile
IBM logo

IBM

LeaderEnterprise Software

General

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.

AI VisibilityBeta
Overall Score
A80
Category Rank
#56 of 1158
AI Consensus
67%
Trend
up
Per Platform
ChatGPT
74
Perplexity
71
Gemini
84

About

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).

Full profile

AI Visibility Head-to-Head

19
Overall Score
80
#3
Category Rank
#56
83
AI Consensus
67
up
Trend
up
22
ChatGPT
74
16
Perplexity
71
17
Gemini
84
21
Claude
74
17
Grok
81

Key Details

Category
AI Clinical Documentation
General
Tier
Emerging
Leader
Entity Type
brand
company

Capabilities & Ecosystem

Capabilities

Only Ambience Healthcare
AI Clinical Documentation
IBM is classified as company.

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