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Managed Workstack + AI Operations

AI Agent Operations

AI Agent Operations provides monitoring, evaluations, and guardrails for AI systems with incident response readiness and policy enforcement.

Workstack Brief

Infrastructure, security, AI operations, and consulting delivered as one managed program.

  • Monitoring, evaluations, and guardrails for AI systems.
  • Operate AI agents safely with managed observability and governance.
In simple words

What is AI Agent Operations?

It's the control room for any AI you run — it watches how your AI behaves, tests it for mistakes, and enforces safety rules. We set up the monitoring and response plans so your AI stays accurate, safe, and within policy as it's used day to day.

  • AI platform teams
  • Security leadership
  • Operations management

What's included

Every tool in this module, set up and run for you.

  • Agent monitoring and evaluation suites
  • Guardrail policies and policy enforcement
  • Incident response playbooks
  • Audit-ready logs

Outcomes

  • Reduced AI risk
  • Operational clarity
  • Regulated AI usage

Security notes

  • Prompt/output logging with retention controls
  • Human-in-the-loop policies
  • Incident response aligned to enterprise standards

Integrations

AI workflow automation
Observability systems
Incident response
Deployment

Delivered with evaluation baselines and governance reporting.

Pricing

Quoted based on agent volume and evaluation depth.

FAQs

Can we define custom evaluation criteria?

Yes. We build evaluation suites aligned to your risk profile.

Configure this module with a managed Workstack.

We will map the module to your workflows and security requirements.