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Private Beta — The AI Ops Agent is currently in private beta and available to select customers. To request access, contact us or reach out to your account representative.
Get the Chamber AI Ops Agent running for your organization in minutes. The agent connects to your existing Chamber deployment — no additional cluster-side components required.

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Prerequisites

  • A Chamber account with admin access
  • At least one Kubernetes cluster with the Chamber agent installed
  • A Slack workspace for your team

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Setup

1

Enable AI Ops in the Chamber Console

Navigate to Settings > AI Ops Agent in the Chamber dashboard. Toggle Enable AI Ops Agent to on.
2

Connect to Slack

Click Add to Slack to authorize the AI Ops Agent in your workspace. This creates the @chambie-ops bot in your Slack — separate from any existing Chamber integrations.Select the channels where the agent should post:
  • Alerts channel — real-time incident notifications (e.g., #ml-ops-alerts)
  • Daily reports channel — scheduled summaries (e.g., #ml-ops-daily)
  • Approvals channel — approval requests for high-risk actions (e.g., #ml-ops-approvals)
  • Escalation channel — unresolved issues that need human attention (e.g., #ml-ops-escalation)
3

Configure Your Tenant Policy

Set the operational boundaries for the agent. The default policy allows read-only operations and requires approval for all write actions — a safe starting point.You can customize:
4

Verify the Agent is Running

Once enabled, the agent starts its first heartbeat check within 5 minutes. You’ll see a message in your alerts channel:
If everything is healthy, the agent will be silent until something needs attention.
Start with the default policy (read-only auto, approval for writes) and gradually expand autonomous permissions as you build confidence in the agent’s behavior.

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What Happens Next

Once running, the AI Ops Agent immediately begins:
  1. Monitoring your active workloads, GPU health, and capacity utilization
  2. Posting daily cost reports to your configured channel
  3. Responding to failures as they occur — diagnosing, recommending, and acting within your policy
  4. Building its knowledge base — learning the patterns specific to your infrastructure
The AI Ops Agent is a separate Slack bot (@chambie-ops) from Chamber’s conversational assistant (@chambie). The conversational assistant handles ad-hoc questions and manual tasks. The AI Ops Agent handles autonomous monitoring and remediation.

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Adjusting the Policy Over Time

As the agent proves itself, you can gradually expand its autonomous capabilities:

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Next Steps

AI Ops Overview

Learn what the AI Ops Agent does and why it matters

Supported Scenarios

See the full range of failures the agent can handle

Safety & Governance

Deep dive into the five-layer safety model

Slack Integration

Configure your existing Slack integration