Integrations

Fits the stack you already run

Zytra plugs into your clouds, model registries, data platforms and workflows — and ships a governance SDK so policy checks live right in your pipelines.

Cloud & infrastructure

AWS, Azure, GCP — deploy in your own tenant or VPC, or on-prem.

Model registries & MLOps

MLflow, SageMaker, Vertex AI, Databricks and Hugging Face for model lineage.

Data & warehouses

Snowflake, BigQuery, S3 and your data lake for lineage and evidence.

Ticketing & workflow

Jira, ServiceNow, Confluence and Slack for approvals and reporting.

Identity & SSO

SAML/OIDC SSO, SCIM provisioning and RBAC with your IdP.

Observability

Stream governance events and metrics to your monitoring stack.

Governance SDK

Shift governance left

Drop policy checks directly into your CI/CD with the Zytra SDK. Catch governance issues in the pipeline — not in production, and not in an audit six months later.

  • Validate models & prompts against policy on every build
  • Auto-collect evidence as a by-product of your pipeline
  • Block non-compliant releases with clear, explainable reasons
Get SDK access
# validate before you ship
from zytra import Governance

gov = Governance(tenant="acme-bank")
result = gov.check(
    model="loan-assistant:v4",
    policy="eu-ai-act-high-risk",
)
assert result.passed, result.findings

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