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A framework to integrate AI into clinical practice.
How Foundation Models Are Transforming Clinical AI
The future of clinical intelligence begins with CARE™, our clinical-grade foundation model, built to scale with Aidoc’s aiOS™.
Clinical AI is at an inflection point. Traditional deep learning enabled high-precision, single-use tools, but it wasn’t built to keep pace with today’s hyper-connected, high-volume healthcare systems. Now, foundation models are redefining what’s possible.
Powered by advanced computational capabilities and trained on massive multimodal datasets, foundation models enable faster, more accurate AI across a broad range of clinical tasks — from intelligent case selection and risk stratification to detection, measurement and contextual interpretation. They can even generate text from imaging pixel data to enable automated report generation and help accelerate workflows.
The Path to System-Wide Intelligence
Foundation models don’t just outperform traditional AI, they redefine what’s possible.1
Traditional AI
- Single data type — limited to imaging or text
- Manually built, task-specific models
- Each development cycle starts from scratch
- Lacks adaptability to new data types, care settings or evolving clinical needs
- Disconnected tools that fail to close gaps in the care continuum
Foundation Models
- Can be pre-trained on multimodal data — imaging, text, electronic health record (EHR), labs and vitals
- Generalizable across tasks, conditions and service lines
- Accelerate development through reusable architectures and prior learning
- Deliver higher accuracy and broader coverage than single-modality models1
- Power integrated, agentic AI that reduces fragmentation across the care continuum
Meet CARE™ – The First Clinical-Grade Foundation Model
CARE™ (Clinical AI Reasoning Engine) is Aidoc’s clinical-grade foundation model, trained on real-world, multimodal data. It already powers FDA-cleared applications across multiple clinical domains, enabling faster, more generalizable AI solutions that deliver consistently higher performance.
Platform + Model = Clinical Intelligence at Scale
To scale clinical AI, you need both a foundation model and a platform. CARE™ is developed to scale and expand to broad, multimodal intelligence. aiOS™, Aidoc’s clinical AI platform, delivers insights into real-world workflows. Together, they power clinical intelligence with system-wide impact.
Leading the Era of Clinical AI
Building a clinical-grade foundation model takes more than ambition — it takes expertise, infrastructure and real-world readiness. Aidoc is in a unique position to deliver on each.
Deep Expertise
CARE™ is built by a highly experienced team in the clinical AI space, with expertise in machine learning, regulation, clinical validation and workflow integration.
Regulatory Leadership
We’ve delivered more FDA-cleared solutions than any peer, including the first diagnostic applications powered by a foundation model.
Real Infrastructure
CARE™ powered applications are delivered through aiOS™, the world’s most deployed clinical AI platform in 150+ health systems.
Built Into Workflows
Our AI isn’t bolted on, it’s deeply integrated into clinical workflows to meet clinicians where they work, helping them act faster and with greater confidence in AI output.
Unmatched Data
Aidoc has access to one of the largest and richest multimodal datasets in healthcare.
Proven Results
With 180+ publications and thousands of live deployments, our impact isn’t theoretical — it’s measurable.
Scaling clinical AI takes more than technology. It takes a partner who can guide you through change management, workflow integration and strategic support to make transformation real. We're not just building the future of clinical AI, we're building it with you.
The Future of Enterprise Clinical AI Starts Here
Stay ahead of the foundation model era of clinical AI with insights, analysis and expert perspectives.
Is Your AI Strategy Ready?
Foundation models will unlock hundreds of clinical use cases, but realizing that potential takes more than the model itself. It requires a scalable platform, adaptable teams and workflows designed for change.
We’re partnering with healthcare organizations to build this future by developing strategies to scale CARE™ and support teams as they prepare — gradually and strategically.