Orchestrating the future of Healthcare

Here’s how leading healthcare providers use Apache Airflow^® and Astro to improve clinical outcomes, enable interoperability, and deliver continuous, coordinated care.

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Data is your clinical and operational backbone.

Providers are converging on a focused set of data-driven priorities: from interoperability to AI, secure modernization and connected patient experiences. Unified orchestration turns these priorities into reliable, repeatable workflows across EHRs, labs, imaging, and operational systems.

Start with trust: interoperability, governance, and compliance.Healthcare transformation fails when data is fragmented, inconsistent, or unauditable. Astro embeds governance into the workflow itself using policy-as-code, lineage, access control, and observability. PHI stays protected and data moves across systems with traceability and compliance by default.

Modernize for security, resilience, and AI readiness.Legacy stacks slow delivery, increase risk, and make upgrades painful. Astro provides an enterprise-grade orchestration layer with Remote Execution, hardened runtime, and production reliability so teams modernize data platforms and migrate workloads without breaking clinical operations or regulated reporting.

Scale AI and automation with production-grade control.Most providers pilot AI, but struggle to operationalize it safely. Astro orchestrates end-to-end AI workflows spanning data prep, training, inference, retraining, and monitoring. Models move from prototype to production with repeatability, auditability, and near real-time execution for clinical and operational use cases.

Deliver predictive, trusted insights for population health.Analytics fails when data arrives late and pipelines sprawl across teams and tools. Astro orchestrates governed delivery into lakes, warehouses, and BI platforms, while Astro Observe enforces SLAs, lineage, and data quality so leaders can trust forecasts, risk stratification, early-warning alerts, and capacity planning.

Enable continuous, coordinated care across digital and clinical workflows.Disconnected portals, messaging, and clinical systems create friction for patients and clinicians. Astro unifies data flows and event-driven workflows across the digital front door and care delivery systems, powering timely outreach, accurate updates, and integrated clinician views so experiences stay consistent and care stays coordinated.

Transform your Healthcare data operations.

Before Astro	After Astro
Scheduling sprawl across teams and tools	One unified orchestration platform with 2,100+ connectors to build, run, and observe critical pipelines and workflows
Managed services require access to sensitive data	Remote Execution keeps execution inside your environment
Legacy schedulers stall modernization	Cloud-native orchestration bridges mainframes and cloud platforms seamlessly
Brittle ETL scripts and manual jobs	Astro Runtime delivers hardened, production-ready Airflow images with RBAC and audit logging
Governance bolted on post-hoc	Policy-as-code pipelines enforce masking, logging, and validation at runtime
AI pilots fail to scale	Unified pipelines + 1,600 connectors operationalize AI across enterprise. Airflow 3.0 enables real-time, parallel inference at scale
Manual retraining processes	Event-driven retraining & inference automated in Airflow 3.0
Little data trust and limited insight into model explainability	Astro Observe tracks lineage, SLAs, and model performance in production
Slow and fragmented LLM workflows in silos	Airflow AI SDK enables agentic, multi-step, vectorized workflows
Batch analytics delay insights	Event-driven scheduling updates dashboards, fraud models, and risk systems as data changes

Airflow uses in an on-prem research setting with Kaiser Permanente’s Division of Research.

Airflow integrates and manages diverse AI and machine learning workloads across an agile research environment.

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How Leap Metrics modernizes healthcare with Astro.

Leap Metrics delivers real-time healthcare data at scale using Astro—supporting 4× pipeline growth, faster development, and critical care coordination.

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Orchestrating the future of Healthcare

Data is your clinical and operational backbone.

Transform your Healthcare data operations.

Airflow uses in an on-prem research setting with Kaiser Permanente’s Division of Research.

How Leap Metrics modernizes healthcare with Astro.

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