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02 · Insights— The analysis

Clinical decision support

Assists clinicians by surfacing relevant patient information, guidelines, and likely next steps. It helps support diagnosis, treatment planning, and care coordination.

Data updated

20
deployments
on record
1
industries
led by Healthcare
5
publish a quantified result
20 report any result
23 Jul 2026
newest deployment
publication date
§ 1

Where it is used

Healthcare accounts for 100% of these deployments.

  1. HealthcareSurging · 4 in the last 6 months
    20
§ 2

What it delivers

5 deployments publish a number. The rest describe results in words, grouped below.

  1. Other quantified impact

    4 metrics

    Reduction · median and middle half
    −46%fewMedian reduction −46%, middle half −41% to −52%, from 2 metrics
    Increase · median+51%2 metrics · few
  2. Time & speed

    2 metrics

    Reduction · median and middle half
    −46%fewMedian reduction −46%, middle half −24% to −68%, from 2 metrics
  3. Adoption & scale

    1 metric

    Reduction · median and middle half
    −22%fewMedian reduction −22%, middle half −22% to −22%, from 1 metric

Grey figures rest on fewer than 5 published metrics. Read them as examples, not as a typical result.

Results described in words

  1. Risk & compliance50% of these deployments
    10
  2. Customer experience & trust45% of these deployments
    9
  3. New product / capability45% of these deployments
    9
  4. Better decisions & insight45% of these deployments
    9
  5. Speed & agility40% of these deployments
    8
  6. Other strategic outcome20% of these deployments
    4
6 of 8 result types
§ 3

How it is built

Microsoft is named in 35% of these deployments.

  • Custom-built88% · 15
  • Low-code12% · 2

The build approach is known for 17 of 20 deployments (85%). The rest are left out.

Cloud providers named

  1. Microsoft7 deployments
    35%
  2. GCP7 deployments
    35%
  3. AWS5 deployments
    25%

Technologies that recur

  • Vertex AI 4
  • Azure AI 3
  • Amazon Bedrock 3
  • Copilot 2
  • Power Platform 2
  • Azure OpenAI 2
  • Microsoft Foundry 2
  • Microsoft 365 2
§ 4

Deployments over time

4 deployments in the last six full months, against 1 in the six before. Counted by publication month since Oct 2023. 2 earlier deployments are not shown.

The lighter bar is Nov 2026, still in progress: 0 so far.
§ 5

Deployments of this pattern

  1. 23 Jul 2026
    Healthcare

    Virtua Health builds AI-enabled patient insights with Microsoft Copilot, Azure AI Foundry, Azure Machine Learning and Power BI

    Virtua Health · Microsoft

    Virtua Health is a healthcare provider serving the South Jersey and Philadelphia region across five hospitals and more than 400 health facilities. The organization uses Microsoft technology to deliver AI-powered patient summaries and predictive insights to clinicians and operational leaders at the point of care to reduce cognitive load and improve patient outcomes.

  2. 15 Jul 2026
    Healthcare

    NoHarm.ai prevents medication errors using Amazon Bedrock (Brazil)

    NoHarm.ai · AWS

    NoHarm.ai is a healthcare technology nonprofit in Brazil that uses AWS AI to catch medication errors before they reach patients. It automates prescription review with named-entity extraction from clinical notes, contextual summarization, cross-checks against lab results, and human-in-the-loop pharmacist oversight.

  3. 27 May 2026
    Healthcare

    UC San Diego Health Uses AWS to Implement AI Imaging Model in 10 Days

    UC San Diego Health · AWS

    When the COVID-19 pandemic hit the United States, UC San Diego Health researchers had already developed a machine learning image recognition model to detect pneumonia in X-ray images. UC San Diego Health asked AWS for help putting the model into a clinical setting so practitioners could use the information for diagnosis and treatment. The team built a HIPAA-compliant AWS environment that connected the imaging pipeline to clinical systems and returned results directly into patient files.

  4. 27 May 2026
    Healthcare

    BioIntelliSense: Using AWS (EC2 + Bedrock) for proactive clinical deterioration detection and patient summaries

    BioIntelliSense · AWS

    BioIntelliSense is a Denver-based digital health startup that provides patient monitoring and clinical intelligence for hospitals and home care. Its BioButton wearable captures vital signs continuously and transmits them to the BioCloud platform and BioDashboard for near real-time insights. The company plans to use Amazon Bedrock with Anthropic Claude to generate summaries of patients’ medical histories for nurses in BioDashboard.

  5. 4 Dec 2025
    Healthcare

    The Princess Máxima Center for Pediatric Oncology speeds up iLTB literature reviews using PubMed data in BigQuery + Gemini

    The Princess Máxima Center for Pediatric Oncology · GCP

    The Princess Máxima Center for Pediatric Oncology in the Netherlands developed a system that combines PubMed data in BigQuery with Gemini models to revolutionize their international Leukemia Tumor Board (iLTB). By consolidating medical literature analysis into BigQuery, they can now provide comprehensive literature reviews in minutes rather than hours.

  6. 13 Oct 2025
    Healthcare

    Cohere Health builds an AI copilot on Amazon Bedrock AgentCore for medical necessity reviews

    Cohere Health · AWS

    Cohere Health built Cohere Review Resolve, an AI-powered copilot for health plan medical necessity reviews. The copilot analyzes structured and unstructured clinical data to surface evidence and answer reviewer queries across complex prior authorization workflows.