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AI is opening up the real-world data market
$811B in annual healthcare savings from AI
Digital health funding narrows around a few big bets
27 new tools/partnerships, 5 funding updates, new AI jobs & link-worthy content
Read time: 6 minutes
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Highlights if you’ve only got 2 minutes…
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AI is opening up the real-world data market
A new Health Advances report argues that real-world data has grown from a small group of proprietary datasets into a broad market spanning life sciences, providers, payers, advertising, and financial services. Large players like IQVIA, Optum, Veeva, Komodo Health, and HealthVerity now compete alongside more specialized companies such as Tempus, ConcertAI, Truveta, PurpleLab, and others.
AI is changing how these businesses operate. Historically, companies relied on large teams to manually read charts and extract details such as disease progression, biomarker status, treatments, and outcomes. Companies are using NLP and foundation models to clean and standardize data, pull biomarkers, disease progression, lines of therapy, and outcomes from clinical notes, and reduce the time and cost of manual chart abstraction. Tools from companies like Tempus and ConcertAI can now automate more of that work, making datasets faster and cheaper to build.
The supply of data is also expanding. The report points to roughly 50 core administrative sources and nearly 500 linked clinical, lab, imaging, and demographic sources in the Datavant ecosystem. Claims may show that a treatment happened, while notes, labs, and imaging help explain why and whether it worked.
The next winners will be the companies that can connect those sources, accurately match patient records, and turn messy data into evidence trusted for research and regulatory use. The market is broadening, leaving room for new entrants in oncology, neurology, behavioral health, and AI-driven drug development. (link)(linkedin)
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$811B in annual healthcare savings from AI
A new NEJM Catalyst paper estimates that full adoption of generative AI, natural language processing, and machine learning could create $439B to $811B in annual net value within five years (~5-10% of total US healthcare spending). The authors built the estimate from implementation benchmarks across 12 operating domains, then applied those savings ranges to 2024 national spending.
Private payers had the largest dollar opportunity, with $205B to $357B in annual value. Most of that came from medical spending, such as predicting avoidable readmissions, improving prior authorization decisions, raising claims auto-adjudication, and reducing fraud, waste, and abuse.
Hospitals followed at $131B to $220B, with the biggest gains coming from clinical operations, led by use cases such as OR block optimization, workforce productivity, staffing, and supply-chain management. Quality and safety added another meaningful share.
Public payers could capture $62B to $107B from applying AI tools to Medicare and Medicaid operations, including care management, provider oversight, and claims workflows.
Physician groups had $29B to $90B of opportunity, with the biggest gains coming from clinical operations. Missed-visit prediction, documentation, workflow support, continuity of care, and clinical analytics were the main areas.
Across the system, medical expense savings equalled 70% of the value and admin savings made up 30%. Gen AI-led use cases made up over 50% of the total opportunity, largely through documentation, summarization, call centers, patient communications, claims workflows, and other labor-heavy processes. The estimate is ambitious and excludes one-time implementation costs, but this analysis still offers a useful view of where the largest ROI is likely to come from first. (link)(linkedin)
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Digital health funding narrows around a few big bets
Digital health funding cooled sharply in Q2, and the headline dollars hide how concentrated the market has become. Global deal volume fell 36% QoQ to 228, the lowest level in more than a decade, while funding dropped 24% to $5.7B.
Just 10 mega-rounds captured 60% of all capital. Isomorphic Labs raised $2.1B, accounting for 37% of the quarter and more than 5X Chai Discovery’s $400M round. AI drug discovery did much of the heavy lifting. Europe reached $2.5B in funding, though $2.2B came from only two mega-rounds.
Investors are also writing fewer, larger checks. The median deal size rose 54% to $7.7M in 2026 YTD, while early-stage rounds reached a $4.8M median. Unicorn creation fell from eight in Q1 to one in Q2, which was voice AI company Assort Health.
The market still has plenty of capital, but bets are starting to consolidate into perceived winners. (link)
Tools & Partnerships 🔧
Latest on business, consumer, and clinical healthcare AI tools and partnerships…
TOOLS
Google Research trains foundation model on 1T minutes of wearable data: SensorFM was pretrained on more than 1 trillion minutes of sensor data from 5 million people, learning a general representation of human physiology that transfers across 35 downstream health prediction tasks. (link)
Akido becomes the first AI-native health system in the US: Akido is scaling what it calls the first AI-native health system in the US, deploying its ScopeAI platform across 100 clinics and virtual care services that collectively serve more than 1 million patients. (link)
Counsel Health launches platform for embedded AI care: Counsel Studio enables health plans, providers, and consumer health companies to integrate physician-supervised AI care directly into their existing digital experiences. (link)
ARISE introduces living benchmark for medical AI: MAST evaluates clinical AI systems using integrated patient scenarios rather than isolated medical knowledge questions, offering a more realistic assessment of clinical performance. (link)
Waystar raises outlook as AI-powered RCM adoption grows: The healthcare payments company reported Q2 revenue of $319.7M, up 18% YoY, and increased its full-year revenue and EBITDA guidance as adoption of its AI-powered revenue cycle platform accelerates. (link)
Hackensack Meridian earns first Joint Commission AI certification: The health system became the first to receive the Joint Commission's new AI certification, recognizing its governance, safeguards, monitoring, and workforce education around AI deployment. (link)
Stellarus launches AI copilot for health plan customer service: CSR Chat provides real-time guidance during live member calls, surfacing relevant policy information and recommended responses directly within customer service workflows. (link)
Daffodil automates No Surprises Act dispute management: The company's new AI platform streamlines intake, negotiation, arbitration, and reporting for payers and TPAs as federal IDR filings surpass 5 million cases. (link)
LifeBridge deploys FDA-authorized AI sepsis detection: Sinai Hospital of Baltimore is implementing Prenosis' Sepsis ImmunoScore, which analyzes 22 biological parameters to identify sepsis or disease progression up to 24 hours earlier. (link)
Cincinnati Children's commercializes its AI knowledge platform: The health system is making its clinical protocols and operational guidance available to other pediatric hospitals through its new Learning Community Platform. (link)
DiMe launches healthcare AI governance initiative: The Digital Medicine Society will develop open resources, including risk assessment templates and performance monitoring guides, to help health systems operationalize AI governance. (link)
HHS joins Genesis Mission to accelerate chronic disease research: The department is aligning NIH, FDA, and ARPA-H resources with the goal of cutting the time from scientific discovery to patient care in half using AI and biomedical data. (link)
MaineHealth defends Palantir ahead of nurses' rally: The health system says it uses Palantir to identify insurance denial patterns and compare them against payer policies, helping accelerate appeals of inappropriate denials. (link)
Nabla brings on-device clinical dictation to macOS: Nabla Dictation for Mac combines local speech recognition with deep Epic integration, making it the company's first fully on-device clinical dictation application. (link)
Relatient expands Voice AI with EHR task automation: Dash Voice AI now captures clinical, medication, billing, and other patient requests, routing them directly into EHR workflows instead of voicemail. (link)
MCW researchers automate clinical trial matching with AI: The Cancer Center developed a system that matches patients to clinical trials by comparing medical records against eligibility criteria, reducing a traditionally slow and manual process. (link)
Asteroid launches unified API for healthcare portals: Integrate connects EHRs, payer portals, and government systems that lack modern APIs, replacing manual workflows and brittle custom integrations. (link)
Intel-powered exoskeleton supports patient rehabilitation: The robotic system helps patients relearn how to walk during recovery from injury or illness using Intel-powered motion and control technology. (link)
Guardoc processes 1M clinical documents daily with AI: The company uses Amazon Nova models through Bedrock to automate clinical documentation at scale, helping reduce errors that can lead to denied claims or missed diagnoses. (link)
OpenDerm launches open-source robotic skin imaging system: The platform creates reproducible 3D skin maps to track subtle changes in moles and lesions, supporting earlier melanoma detection when treatment outcomes are highest. (link).
PARTNERSHIPS
Salesforce + U.S. Department of Veterans Affairs: Salesforce was awarded a $1.6 billion, three-year agentic AI contract to build a unified foundation across the VA, giving staff trusted AI agents, integrated data, and collaboration tools to reduce administrative friction. (link)
Siemens Healthineers + Vanderbilt Health: Siemens Healthineers signed an $87M Value Partnership with Vanderbilt Health covering imaging and radiation oncology technology, with plans to explore AI-enabled tools for radiology, personalized medicine, and workflow automation. (link)
Heidi Health + Innowell: Heidi Health partnered with the measurement-based mental health care platform to build ambient AI scribing directly into clinical sessions, connecting the two workflows into one. (link)
Inspira Health + Epic: Inspira Health launched Epic across its entire system, deploying more than 50 AI suite tools from day one to help clinicians draft documentation and flag health risks earlier through predictive analytics. (link)
Citizen Health + Angelman Syndrome Foundation: Citizen Health partnered with the rare disease foundation to give families access to Ari, an AI-powered advocate built for rare disease communities, debuting at the 2026 ASF Family Conference. (link)
Hippocratic AI + WellSpan Health: WellSpan expanded its multi-year partnership with Hippocratic AI to co-develop clinical AI agents, extending its Ana agent into post-discharge follow-up, chronic disease check-ins, and outreach for missed imaging appointments. (link)
HealthEx + Sharecare: HealthEx partnered with Sharecare to bring patients' medical records into AskMD, securely assembling health history from across care sites with patient consent to power more personalized guidance. (link)
Deal Desk 💰
Spotlight on latest capital raises, M&A, and investments…
FUNDING
Function, a longevity and lab-testing startup, raised $450M in growth financing from General Catalyst's Customer Value Fund. (link)
Mirae, an AI-driven continuous care platform for autoimmune disease and chronic conditions, raised $5.4M led by Oxford Science Enterprises. The platform turns patient data between visits into a structured view of disease that clinicians can act on. (link)
Procode AI, an AI-powered RCM platform for surgical billing, raised a $10M Series A led by Health Velocity Capital to expand to private practice surgeons. (link)
Throne Science, an AI-powered smart toilet sensor tracking gut health, hydration, and urinary function, raised a $10M Series A led by Will Ventures. (link)
M&A
Doctronic + Summer Health: Doctronic acquired the text-based pediatric care platform to expand beyond adult primary care, extending its AI doctor and licensed clinician network into pediatrics. Financial terms were not disclosed. (link)
as of 8/2/26
Other Relevant News 🔍
News, podcasts, blogs, tweets, resources, etc…
AI Job Opportunities 💼
Explore our AI Job Board or contact us to feature roles in our newsletter…
Visuals of the Week 📸
Funny memes, cool pics, and interesting data from around the web…
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