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WiseRegent

For Platform & DevOps

Embed AI governance into your existing CI/CD stack.

Your platform already enforces code quality, security, and compliance for software. WiseRegent extends the same discipline to AI — without asking you to rebuild your pipelines.

Without WiseRegent

The challenges holding you back

AI deployments bypass your platform

Teams push models directly to SageMaker or Vertex AI without going through any platform team process. Your AI governance is advisory, not enforced.

Catalog maintenance is manual

Someone is supposed to update the AI asset registry. Nobody does. The spreadsheet is six months out of date, and nobody trusts it — so they don't use it.

No CI/CD-native policy enforcement

You have governance checklists and wikis. But there's no automated gate. Policy compliance is checked by humans, retrospectively, when it's too late to fix cheaply.

With WiseRegent

How WiseRegent solves it

01

Governance baked into Git.

Commit a model manifest to your repo. WiseRegent's CI/CD integration detects it, registers the asset, runs policy checks, and routes for approval — all within the PR workflow your team already uses.

  • GitHub and GitLab apps: governance status check on every PR touching model artifacts.
  • CLI for pipelines: WiseRegent register, validate, and report in any CI system.
  • Dry-run mode: preview policy impact before merging.
02

Catalog always in sync.

Drift detection compares your live AI estate to the registered catalog and alerts on deviations. When a model version changes in production without a catalog update, you know within minutes.

  • Automated reconciliation: catalog reflects live deployments, not what teams reported.
  • Drift alerts: Slack or webhook when production diverges from governed state.
03

Policy gates in every pipeline.

Fail CI builds on governance violations before anything reaches production. High-risk models without approval? Build fails. Missing impact assessment? Build fails. Every team, every pipeline, consistently enforced.

  • Configurable gate strictness: warn-only or hard-fail per policy type.
  • Exemption management: controlled exceptions with audit trail — no policy 'cheats'.

The capabilities that make it possible

Native connectors for the platforms you run.

GitHub, GitLab, Kubernetes, Airflow, Terraform — WiseRegent integrates where your pipelines already run. No agents, no rework, no asking engineering to build custom connectors.

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Policy-as-code that lives in your repo.

Governance rules checked in alongside your infrastructure code. Version-controlled, reviewed in PRs, deployed through your existing CD. Same discipline as everything else you manage.

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A catalog that maintains itself.

Automated discovery means you don't have to tell WiseRegent what's deployed — it figures it out. Self-healing: when assets change, the catalog updates. When something disappears, you're notified.

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We added WiseRegent's GitHub app and within 48 hours had policy gates on every model PR. It took less time than writing the governance wiki page we would have ignored anyway.

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Principal Platform Engineer, [Company Placeholder]

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