Platform · FDE Workbench

One objective in. A tested AI workforce out.

The FDE Workbench is where a Ceez engineer takes one real objective and turns it into a crew: designed on your systems, tried on the cases that go wrong, and released in steps under your limits.

  • Define the objective.
  • Test what goes wrong.
  • Release in steps.

How it works

Four stages. Nothing goes live untested.

A Forward Deployed Engineer works where the business problem, the product and production meet. In the Workbench, that work happens on your objective, against your systems.

01 · Define

Set the objective

Map your systems, data and policies, ground the context, and agree the target, the limits and who approves.

02 · Build

Design the crew

Its workers, roles, tools and escalation paths, built with the Crew builders: point-and-click, the workflow composer, or code.

03 · Test

Break it here

Missing data, conflicting policy, low confidence, tool failure, worker disagreement, too little authority, a high-impact action.

04 · Release

Widen in steps

Shadow, suggest, approve, then autonomous within limits. Each step is approved before the next.

Then it keeps learning: what the record shows feeds back into Ground and the design, and the crew is staged again with evidence. How autonomy is limited

Where it sits

The step between understanding and execution.

Ground knows your business. The Workbench turns that into a workforce ready for production. Crew does the work, and it stays governed and on the record.

Bring one problem. See it become a workforce.

We will take it through your own systems and show how it would be designed, tested and staged.

Get started

Give Ceez one objective.

See how Ceez turns a real business objective into a working, governed AI workforce. A Ceez engineer uses the FDE Workbench to understand your environment, ground the objective and show you how it would run, with controls from day one.

  • A 45-minute walkthrough with an engineer
  • Your objective, scoped against your own systems
  • Your environment: your cloud, your data center, or air-gapped
  • Your controls, from day one

Prefer email? Write to info@ceez.ai

Ask for a walkthrough