Eagentix Autonomous Identity

Schema Governance AI Agent

Design and enforce enterprise data schema standards and governance policies.

Technical Capability Matrix

Designation
Schema Governance AI Agent
Latency
< 500ms Execution
Security
SOC2 / Air-Gapped
Governance
Policy-as-Code

Autonomous Operation Workflow

  1. Connect the warehouse and repository so changes are seen before they ship.
  2. Generate a draft standard from your existing schema and edit it until you would defend it.
  3. Record the legacy exceptions rather than hiding them.
  4. Wire the check into pull requests so findings arrive during review.
  5. Classify the columns flagged as personal data.
  6. Review the exception list quarterly and shrink it.

Frequently Asked Questions

Is this just naming conventions?

Naming is the visible part. The rest is where a change is allowed to break something: which columns are contracts other teams depend on, what a breaking change is, and how one gets approved before it ships rather than after it breaks a dashboard.

How does it enforce anything?

In review. Proposed schema changes are checked against the standard and against what depends on them, and the finding lands in the pull request. Enforcement that happens after deployment is reporting, not governance.

We have years of inconsistent schema. Where does that leave us?

With a baseline and a direction, not a rewrite. It records what exists, applies the standard to new and changed objects, and lists the legacy exceptions rather than pretending they are not there.

Who decides the standard?

You do. It drafts one from your existing patterns — including the ones you may not like — and you edit it. A standard nobody agreed to is ignored by the second sprint.

Does it know what depends on a column?

Where lineage is available, yes: downstream models, reports and jobs. Where it is not, it says the blast radius is unknown, which is itself the finding.

What about PII?

Columns that look like personal data are flagged for classification, so handling rules attach to the schema rather than living in someone's memory.