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Agents & workflows5 min readUpdated

Run a self-driving AI company from one console

Quick answer

Agent Studio's AI company runs a team of agent employees toward one destination you set. Write the destination, add objectives measured from real ledgers, and pick an autonomy tier: Off, Plan, Assist or Drive. The CEO agent then plans, runs and checks work every night and opens a decision for you whenever human judgment is needed.

What you'll have

  • A company with departments and AI employees, founded from a plain-language description
  • A destination and objectives the CEO agent plans against every night
  • An autonomy tier and habitat that decide exactly what runs without you
  • A short list of decisions waiting for you each morning, and nothing else
On this page
  1. What is a self-driving AI company?
  2. How do I start an AI company?
  3. Which autonomy tier should I pick?
  4. How are objectives measured?
  5. When does the company escalate to me?
  6. How do I control what the company spends?
  7. Questions

What is a self-driving AI company?#

A self-driving company is a team of AI employees that takes execution and coordination off your plate while you choose where the company goes. You set the destination and the objectives. The CEO agent routes work to department leads, leads route it to workers, and every piece of work has to pass a check before it counts as done.

Each nightly cycle runs five phases: goals (where each objective stands), context (budgets, lessons and your answers), work (tasks tagged to the objective they serve), check (proof plus objective movement) and escalate (decisions opened for you). A short retrospective then writes lessons the next plan reads, so the company sharpens its context every night.

  • 4autonomy tiers: Off, Plan, Assist, Drive
  • 5phases in every nightly cycle
  • 6ledger-backed objective metrics
  • 12lessons kept, at most 3 new per cycle

How do I start an AI company?#

Found it, then point it somewhere

0 of 5 done

  1. Step 1: Describe the company

    Open Found a company and describe what it should do. Review the proposed departments and employees before anything runs.
    Found a company
  2. Step 2: Set the destination

    On the company Overview, the Self-driving console sits at the top. Press Change the destination and write the one outcome this company exists to reach.
    Open Company
  3. Step 3: Add objectives

    Under Objectives, name each one, pick what it is Measured by, and give it a target and a deadline.
  4. Step 4: Pick a tier and set the habitat

    Choose Off, Plan, Assist or Drive, then set the caps in Habitat: the monthly budget for a new hire, the most seats allowed, and how often seats check in.
  5. Step 5: Read the morning briefing

    Every morning the briefing shows objective progress, lessons and Decisions the company needs you for. Answer them and the next plan reads your answers.
    Open briefing

Which autonomy tier should I pick?#

Pick the tier that matches how much you want to approve; you can change it any time, and pausing the company always wins in every tier.

Autonomy tiers
TierWhat the company doesPick it when
OffWorks only when you start a cycle or assign a taskYou are setting the company up
PlanThe CEO plans every night and waits for your Go before anything runsYou want to read every plan first
AssistPlans and runs on its own; every hire and gated run waits for youYou trust the plans and want to approve spending moves
DrivePlans, runs, hires and approves gated runs inside the caps you setYou want the company to move at full speed inside firm limits

How are objectives measured?#

Every objective reads a ledger at measurement time, so no number is typed in by hand and none is invented. Pick one of six metrics:

Objective metrics
MetricCounted from
Settled revenueRevenue collected by the company's seats since the objective started
Work shipped with proofTasks that reached done through a machine-checked proof
Tickets answeredSupport and sales tickets replied to or closed
Sales leads receivedSales-lead tickets from the site form, email and outreach replies
Company site liveWhether the hosted company site is published
Seats working on a cadenceSeats on a check-in cadence that are not paused

When does the company escalate to me?#

The company opens a decision only when judgment is needed, and keeps at most one open decision per subject. Decisions for you fills up on four triggers:

  • A Plan-tier cycle produced a plan, which waits under Plan waiting for your Go.
  • An objective is behind its target and no task serving it finished for two cycles in a row.
  • A seat's task failed in this cycle and the one before.
  • A seat hit its monthly cap and that pause is blocking an objective.

Answer with a choice, write your own answer in Or answer in your own words, or press Dismiss. Your answers feed straight into the next plan. Under Lessons you can add a note the CEO reads before every plan.

How do I control what the company spends?#

Set a monthly cap on each employee and each department. An hourly budget check pauses any seat that reaches its cap, and the briefing tells you which one, so a busy department never runs past the line you drew. The Agent passports table shows each seat's role, principal, budget, check-in cadence, status and what it needs you for.

Each department has its own workspace: Growth for outreach and campaigns, Support and sales for the ticket desk with its own daily auto-send cap, and Site and export for the hosted company site.

Questions buyers ask#

Will the AI company send emails or spend money without me?

No. Sending email, publishing outside the company, launching ads, turning on live selling and money leaving the company wait for your approval in every tier, including Drive.

What is the difference between Assist and Drive?

Both plan and run on their own. In Assist every hire and gated run waits for you. In Drive the company approves those itself, as long as they fit inside the habitat caps you set.

Can I stop the company at any time?

Yes. Pause the company and nothing runs in any tier until you resume it. You can also drop the tier to Off or Plan whenever you want more control.

How does the company know if it is making progress?

Each objective reads a ledger: proven tasks, tickets answered, leads received, revenue collected, the site's status or working seats. The check phase compares those numbers before and after every cycle.

Do I need to write prompts for every employee?

No. Describe the company once and Agent Studio proposes the departments and employees with their flows and monthly caps already set. You review and adjust before anything runs.

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