All use cases

Give your agents a platform they can operate.

Put live infrastructure context, permissions and execution tools behind your AI workflows.

For engineering teams and agent builders

An agent can write a fix. It needs the running system to know which fix matters.

Ankra brings cluster state, logs, events, Git configuration and operational tools into the same platform. Use the built-in AI team or connect your existing agent through the CLI, API and MCP.

Agents that can investigate, propose changes and act within the boundaries you choose.

Choose the agentGrant useful contextSet the boundariesFollow the work

How this works with Ankra.

  1. 01

    Choose the agent

    Use a role agent, create your own, or connect the agent you already work with.

  2. 02

    Grant useful context

    Scope its access to the organisation, clusters and individual tools it needs.

  3. 03

    Set the boundaries

    Choose observation, proposals or permitted autonomous actions. Review gated changes before they run.

  4. 04

    Follow the work

    Inspect runs, transcripts, board tickets, approval requests and execution records.

Follow the product guide

The pieces, already connected.

Watch a real workflow

See it running.

A recorded walkthrough of the platform on real infrastructure. The film shows a specific environment, rather than a promise about every deployment.

Plays from YouTube. Open on YouTube instead

Keep building from here.

Your next chapter

You built it.
Let’s get it live.

Give your application a path to production.
Give your team a simpler way to run it.

First 30 vCPU of platform usage included.
No credit card required.

From something you built
to something people use.

  • Deploy from your repository
  • Run on infrastructure you choose
  • Operate with your team and agents