Orchestrating the future of Tech

Here’s how leading technology companies use Apache Airflow^® and Astro to ship AI-native products, secure digital trust, and drive breakout growth.

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Data is your product advantage.

Technology companies are converging on strategic IT priorities that will define category leadership over the next three years. These span making products AI-native, securing digital trust, to scaling product-led growth and developer velocity, all powered by reliable, production-grade data orchestration.

Ship AI-native products with production-grade orchestration.AI features fail when data is stale, pipelines are stitched together, and inference is opaque. Astro orchestrates feature pipelines, training, evaluation, and event-driven inference with secure execution, retries, and observability so teams move from demos to durable AI in production.

Secure digital trust with zero-trust execution.Trust breaks when security controls and audit trails vary across pipelines. Astro enforces policy-as-code, RBAC, and hardened runtime controls. Remote Execution keeps sensitive data and compute inside your boundary while delivering a managed orchestration control plane.

Run data and AI workflows efficiently at scale.Orchestration sprawl drives cost and reliability issues as cloud and token spend rise. Astro consolidates schedulers into a single control plane with autoscaling and high availability. Astro Observe links pipelines to performance and spend so teams can optimize the true cost drivers.

Rewire growth with PLG, usage-based pricing, and AI monetization.PLG depends on trusted signals across product, billing, CRM, and support. Without orchestration, metering breaks and reverse ETL fails silently. Astro standardizes usage pipelines, enables event-driven activation, and uses Astro Observe to enforce freshness and SLAs for reliable monetization.

Unlock developer velocity with platform engineering.Velocity stalls when each team runs its own schedulers and platform teams can’t enforce guardrails. Astro provides a standardized orchestration layer with governed multi-tenancy, CI/CD paths, and a single operational view so engineers onboard faster and ship with confidence.

Transform your Tech 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

The unified orchestration platform behind OpenAI

OpenAI builds on Apache Airflow as its unified orchestration platform across the business, boosting reliability and time to market, while laying the foundation for 10x future growth..

Read the Article

Autodesk uses Astronomer's Airflow-powered orchestration to support its cloud transformation.

When Autodesk outgrew its Oozie-based workflows, it partnered with our Professional Services team to migrate hundreds of critical DAGs.

Read the Case Study

Datastax doubles down on Astro while scaling data operations.

Datastax boosts AI/ML development by migrating to Astro, achieving a 40% reduction in maintenance and faster Airflow upgrades.

Read the Case Study

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