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Agent coordination prototype

Control Room

Make the work visible. Verify the result.

PythonFastAPIPersistence adaptersTelemetry
Recorded Control Room engineering demo · August 2026PROJECT SCREEN

THE PROJECT

A control plane for tasks, worker coordination, verification and operational evidence.

Tasks move through an explicit coordinator rather than disappearing into a chat session. Worker output and distinct verifier decisions have separate roles. Policy, persistence adapters and telemetry make it possible to inspect what was requested, what happened and what evidence supports a result.

  • Task and coordinator state
  • Separate worker and verifier roles
  • Policy checks, persistence and telemetry

Recorded engineering demonstration. It does not establish a current production deployment or unattended runtime.

CASE STUDY

Problem, approach, result.

The problem

When AI agents do real work, it is hard to see what was asked, what was done and whether anyone checked it. A chat session leaves no reliable trail, and the agent that did the work is a poor judge of its own result.

The approach

Control Room moves tasks through an explicit coordinator instead of a chat session. The worker's output and a separate verifier's decision are distinct roles.

Policy checks, persistence and telemetry record what was requested, what happened and what evidence supports each result, so the trail can be inspected afterwards.

The result

A recorded engineering demonstration from August 2026, with a walkthrough video. It is a prototype, not a production deployment; the same pattern of a separate check and a visible trail runs through the AI tools we build.

Related service: AI integration with human controls →

THE INTERFACE

A closer look.

IN MOTION

Watch the project.

Make the work visible. Verify the result.Control Room: the six parts of the system.Text animation for the Control Room project: its tagline, then a numbered list of the six parts of the system, from task request to operator view, then the FutureInvoked end card with a one-line summary.
Control Room · 18-second excerpt from the recorded engineering demo

WALKTHROUGH

Follow it from start to finish.

A recorded engineering demonstration from August 2026. It shows a prototype, not a production deployment. The player loads from YouTube when you press play.

Recorded engineering walkthroughThe task lifecycle, a worker, a distinct verifier and the trail they leave.

UNDER THE SURFACE

How it fits together.

The coordinator owns task state. Workers produce results and verifiers assess them separately; persistence and telemetry adapters expose the task lifecycle.

Swipe or scroll the diagram to inspect it. The components are also listed below.

Control Room simplified architecture: Task request; Coordinator & policy; Worker; Distinct verifier; Persistence adapter; Operator view
  1. 01
    Task request

    Goal and acceptance criteria

  2. 02
    Coordinator & policy

    Task state and boundaries

  3. 03
    Worker

    Proposed result and evidence

  4. 04
    Distinct verifier

    Review against criteria

  5. 05
    Persistence adapter

    Memory or Firestore

  6. 06
    Operator view

    Telemetry and task status

START WITH ONE EMAIL

Need something
like this?

Tell us what you would use it for. The four lines on the right are enough to start.
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Email the studiofutureinvoked@proton.me

WHAT TO PUT IN IT

  1. The taskWhat is done by hand today, and how often.
  2. The toolsWhere the data lives: files, sheets, apps.
  3. The resultWhat a good outcome looks like for you.
  4. The timingWhen you need it.
Write the email

The button opens your email app with the four questions already in the message. Examples: how to write a software brief.

Pricing on requestA quote is agreed before work beginsBased in CzechiaRegistered business: details on the imprint page →