AI in Healthcare

How AI is transforming healthcare through clinical decision support, operational efficiency, predictive analytics, and GenAI-powered patient and provider tools.

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Use Cases28
Companies32
Tools37

AI Use Cases in Healthcare

1I
How InpharmD Uses Pinecone & RAG to Boost Clinical Query Accuracy by 70%
InpharmD · Operations
80%Data Storage Cost Savings
2A
How AstraZeneca Accelerates Drug Discovery with GitHub Copilot and Actions
AstraZeneca · Software Engineering
40%Developer velocity increase with GitHub Copilot
3M
How Mediq Scaled Automation Across Europe with a UiPath Center of Excellence
Mediq · Operations
55Active automations in production
4UM
How UChicago Medicine Uses Salesforce Agentforce to Automate Patient Support
UChicago Medicine · Customer Service
100Patient marketing segments built
5C
How Clear.bio Uses Gemini to Boost Partner Conversion by 30%
Clear.bio · Sales
30%Conversion rate lift
6H
How Humana Uses IBM Watson to Handle 7,000+ Voice Calls Daily at One-Third the Cost
Humana · Customer Service
~66% (1/3 cost)Cost Reduction
7C
How CoxHealth Cut EMS Fleet Maintenance Processing Time 94% with Samsara
CoxHealth · Operations
94%Reduction in fleet maintenance processing time
8C
How Colsubsidio Cuts Medical Scheduling Time 87% with Automation Anywhere
Colsubsidio · Operations
87%Reduction in patient response time
9M
How Medgate Uses Claude Code to Accelerate Healthcare Software Development
Medgate · Software Engineering
Up to 80% fasterTest case development speed
10C
How CirrusMD Uses Writer to Achieve 234% More Benefits Referrals
CirrusMD · Product Development
234%Increase in physician direction to benefits
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AI Maturity

Average implementation stage across documented use cases.

0Pilot15Scaling13Mature

Popular AI Tools in Healthcare

1C
Claude
Anthropic's AI assistant for analysis, writing, and reasoning tasks.
2AA
Automation Anywhere
RPA platform by Automation Anywhere that automates repetitive business processes using AI-powered bots.
3W
Writer
Enterprise AI writing platform by Writer helping teams produce on-brand content at scale.
4CC
Claude Code
An agentic AI coding tool that writes, edits, and executes code autonomously.
5GG
Google Gemini
Google multimodal AI model family
6GC
Google Cloud Run
Serverless container platform by Google Cloud for deploying containerized apps without infrastructure management.
7UP
UiPath Platform
Enterprise automation platform with AI agents, document understanding, and RPA capabilities
8UD
UiPath Document Understanding
AI-powered extraction of structured data from documents like PDFs, with validation and human-in-the-loop review.
9UM
UiPath Maestro
Orchestration engine for coordinating AI agents and human reviewers in automated end-to-end business workflows.
10S
Samsara
Connected operations platform combining GPS tracking, video safety, and sensor data for fleet and field teams.
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Key Business Functions

Business areas most frequently targeted by AI in this industry.

Operations
8
Research & Development
5
Software Engineering
5
Customer Service
3
Marketing
2
Sales
2
Product Development
1
Security Operations
1

Popular AI Tooling Categories in Healthcare

1
AI Assistants
AI tools that help employees or customers accomplish tasks through natural language — answering questions, resolving requests, and surfacing knowledge proactively.
2
Developer Tools
Platforms and tools that accelerate software development, including AI coding assistants, CI/CD pipelines, and developer environments.
3
Data Platform
Platforms for storing, processing, and managing structured and unstructured data, including data warehouses, lakehouses, and data pipelines.
4
Workflow Automation
Platforms that connect systems and automate repetitive business processes through low-code integrations, RPA, and event-driven workflows.
5
Agentic Management
Platforms for orchestrating and managing autonomous AI agents that execute multi-step workflows across systems without continuous human input.
6
ML Platform
Platforms for building, training, deploying, and governing machine learning models, including ML orchestration, model serving, and AI development environments.
7
Healthcare & Life Sciences
AI tools designed for healthcare providers, pharmaceutical companies, and clinical teams to improve patient outcomes and research efficiency.
8
Cloud Infrastructure
Cloud services and infrastructure for compute, storage, networking, and container orchestration that underpin modern AI applications.
9
CRM & Sales
AI tools for managing customer relationships, automating sales workflows, and unifying customer data across touchpoints.
10
Large Language Models
AI tools that generate, understand, and reason with natural language, including foundation models, instruction-tuned LLMs, and multimodal models.
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AI in Healthcare: Use Cases & Transformation Stories | Applied