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← Governance

ZENTINELLE

Say yes to AI — with guardrails.

Define rules once, enforce them everywhere, override when you need to. Set org-wide defaults, let teams customize within bounds, and give the right users the access they need — so adoption moves forward instead of going underground as shadow AI.

AI governance shouldn’t mean AI prohibition.

Your security team says no. Your engineering team says they need it. The result is shadow AI that nobody controls — and nobody can audit.

Zentinelle lets you say yes with boundaries: define what's allowed, what's limited, and what's blocked.

18+ policy types. Inheritance from org to user. Real-time enforcement. Full audit trail.

Policy types you can define:

Every policy cascades through the inheritance chain.

  • Rate Limits — Requests per minute, hour, day. Per user, team, or org.
  • Budget Caps — Monthly spend limits with alerts and hard stops.
  • Model Restrictions — Allowlist or blocklist specific models. GPT-4 for analysts, Claude for engineers.
  • Tool Permissions — Which agents can access which APIs, databases, filesystems.
  • Content Filters — Block PII, toxicity, prompt injection attempts.
  • Data Access Controls — Row-level, column-level, database-level restrictions.

How It Works

01

Inheritance Model

Policies cascade through the chain: Organization → Team → Deployment → Endpoint → User. Set org-wide defaults, let teams tighten or (with permission) loosen, grant specific users elevated access. The most specific policy wins — no per-user configuration, no policy sprawl, no gaps.

02

Real-Time Evaluation

Agents check the effective policy before taking action, resolved in milliseconds. Allow, block, or warn — you choose the enforcement model. Blocked actions are logged, warnings are surfaced, and everything is auditable.

03

Policy Versioning

Every policy change is versioned. See who changed what, when. Roll back if needed.

Enterprises are scaling AI agents, data science, private LLMs and secure ML with Calliope AI

Self-host enterprise AI in days.

Stop choosing between moving fast and staying in control.

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