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Automated lifecycle and power scheduling
Role-based access and usage analytics
Multi-cloud and hybrid infrastructure support
Automate your shared environment provisioning, suspension, and shutdown based on activity or time slots. Kiroframe allows you to:
Schedule environment uptime and pause windows
Set expiration dates and inactivity triggers
Use power schedules to reduce cloud costs
Prevent long-running idle compute sessions
Use granular, role-based access control (RBAC) to manage who can view, edit, or run workloads in shared environments. Kiroframe tracks environment usage across teams to help you:
Audit access and changes
Monitor utilization by user/team
Allocate compute budgets per project
RBAC and usage analytics also support security policies and audit compliance, critical for regulated industries.
Kiroframe supports AWS, Azure, GCP, and hybrid deployments. Easily integrate with your MLOps stack:
Kubernetes, Docker, and Terraform support
Prebuilt templates for Databricks, Spark, etc.
Environment variables and secret management
This flexibility prevents vendor lock-in and streamlines integration with existing CI/CD and MLOps pipelines.
