Enable Self-Service Data Infrastructure Without Losing Control
Transform your platform team from a deployment bottleneck into an innovation enabler. Give teams the autonomy they need while maintaining security, control, and cost efficiency.
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Why Platform Teams Choose Prefect
- Save over 70% on data platform infrastructure costs
- Enable self-service deployment for data and ML teams
- Maintain security and compliance standards
- Standardize infrastructure patterns across teams
1from prefect.infrastructure import KubernetesJob
2from prefect.filesystems import S3
3
4# Define reusable infrastructure patterns
5standard_compute = KubernetesJob(
6 image="my-org/data-science:latest",
7 service_account_name="prefect-worker",
8 resource_limits={"memory": "16G"}
9)
10
11# Secure storage configuration
12secure_storage = S3(
13 bucket="my-org-workflows",
14 credentials="prod-storage-block"
15)
Trusted by Enterprise Platform Teams
Infrastructure Flexibility
Automatically deploy, scale, and manage workflows across multi-cloud infrastructure using native cloud and Kubernetes integrations.
Governance & Control
Securely govern workflows with centralized audit logs, object-level access controls (RBAC & SCIM), and secure credential management.
Cost Optimization
Track and optimize infrastructure spend through dynamic scaling, team-based cost allocation, and detailed resource utilization control.
Team Productivity
Deploy workflows to production faster with standardized patterns and self-service capabilities that reduce team overhead.
1import httpx
2from prefect import flow
3
4
5if __name__ == "__main__":
6 flow.from_source(
7 source="https://github.com/prefecthq/demos.git",
8 entrypoint="flow.py:get_repo_info",
9 ).deploy(
10 name="my-first-deployment",
11 work_pool_name="my-managed-pool",
12 cron="0 1 * * *",
13 )Operational Excellence
Monitor and maintain high-availability production workflows with automated recovery, performance tracking, and SLA management.
Enable Data Teams While Maintaining Control
- Standardize: Define reusable infrastructure patterns
- Secure: Implement consistent security controls
- Scale: Automatically adjust to workload demands
- Monitor: Track resource usage and costs
Hear From Our Users
We took all the Prefect features and designed an architecture that really works for our infrastructure provisioning and our organization.
Prefect gives us the granular flexibility to build a custom platform that would work for our entire organization, without needing a bloated infra architecture.
The Data Engineering and MLOps teams were impressed by the elimination of retrofitting requirements. Switching from Astronomer to Prefect resulted in a 73.78% reduction in invoice costs alone.
Ready to Make Your Platform Team More Effective?
- ✓ Enable self-service without losing control
- ✓ Reduce infrastructure costs
- ✓ Maintain security and compliance
- ✓ Accelerate team productivity
Learn More About Prefect
