Stage one: the fit call
A twenty minute conversation about one recurring job: the work a business role carries today, whether that currently sits with a founder, an operations lead or a team.
What we need from you
A description of the work: what starts it, who owns the result, which tools carry it, roughly how often it happens, and where it currently stalls.
What you leave with
Either a view on fit or a specific list of what is missing before that view can be formed. A no is a real outcome here. Some work is too varied, too rare, or too dependent on a relationship to hand over, and that is cheaper to find out in a short call than in a build.
Stage two: an optional assessment
An assessment is optional depending on the engagement. If one is proposed, it can trace the real process, identify exceptions and produce a written definition of done.
Its scope and terms are agreed with you. Ask what the output contains before you agree to it. Every engagement still needs an agreed written scope at stage three, whether or not an assessment runs.
What you leave with, if it runs
A written description of the workflow: the trigger, the records involved, which actions need approval, the known exceptions, and the cases the finished system has to handle correctly.
Stage three: the written scope
Whichever route gets you here, the build does not start until a document says what the worker is responsible for and what falls outside it.
What we need from you
Confirmation that the description matches reality, including the exceptions your team handles without thinking about them. This is the stage where undocumented knowledge has to come out of people's heads.
What you leave with
An agreed scope that names the role, the systems it touches, the actions that wait for approval, and what counts as new work later.
Stage four: access
What we need from you
Accounts and permissions in the systems the worker uses, a decision about how wide those permissions go, and a named person who can answer questions during the build.
What you leave with
A connection check for every system, showing a real read, a scoped write where one is permitted, and a readback confirming the system saw what it wrote.
Inside the tools you already run.
No new platform. We connect to the CRM, inbox, project tool, finance system and documents that already carry the work, and every connection proves a real read, a scoped write and a readback before it goes live.
See the servicesMarks identify the software these systems connect to. No endorsement or partnership implied.Stage five: reviewed runs
The worker runs on real items while a person checks the output before it goes anywhere.
What we need from you
Time from your named owner to look at the results and say what is wrong. This is the stage that decides quality, so it is worth resourcing deliberately rather than fitting around other work.
What you leave with
A record of real items processed, the corrections made, and the exceptions that nobody had written down before.
- 01TriggerAutomated
A client email with a change request arrives
- 02ContextAutomated
Account, open project and last agreed scope pulled from three tools
- 03PreparedAutomated
Change drafted with owner, deadline and the evidence attached
- 04ApprovalHuman approval
Affects a client commitment, so it waits for the delivery lead
- 05Written and confirmedRead back
Task created in the project tool, client replied to, state read back
Every in-scope item ends completed, waiting for a named approval, or raised as a visible exception.
Stage six: acceptance
Acceptance is measured against the cases agreed in the scope rather than against a demo.
What we need from you
A decision from the named owner that the system handles the agreed cases correctly, and a decision about which specific actions may run without waiting for approval.
What you leave with
A launched system with a named owner on each side, and a written boundary listing what runs on its own. Consequential actions stay on approval. Widening the permitted list is a separate decision each time.
Whether a system passes is decided by the agreed cases, which is why those cases are written down before the build rather than argued about afterwards.
Stage seven: managed operation
After launch, we watch for errors, renew credentials, handle a connected tool changing how it works, and extend the worker when the agreed work changes. Items the system is unsure about go to a person, the fix is logged, and the rules are tuned so the same miss does not keep coming back. Autonomous work stays inside the permitted boundary from stage six, and authority is widened one action type at a time, in writing, after it has held on real items.
Your team keeps policy, approvals, exceptions, source truth, and the decision about how much the worker may do on its own.
- 1Run
- 2Exception to a person
- 3Fix logged
- 4Rules tuned
- 5Authority widened
Authority is widened one action class at a time, only after it has held on real items.
What the pace depends on
These are the inputs the sequence needs from your side. Where one is slow, the stage that depends on it waits.
Access. Credentials and permissions in each system, plus whatever your internal process requires to approve them.
Owner time. The reviewed-runs stage needs real attention from someone who knows what good output looks like.
A settled process. If two people in your team do the same job differently, someone has to decide which version the worker follows before it can follow either one.
Decisions. Which exceptions matter, which actions need approval, and who signs off.
Not every project is a managed worker
This sequence describes the managed AI worker engagement, where we run the role continuously under one monthly fee with model usage and infrastructure included. Outproduce also takes on custom build projects that are scoped and delivered as their own piece of work, including systems your team operates afterwards. Those have their own agreement, and we will tell you which engagement fits your request.
The managed AI employee page covers the ongoing role. How we scope a system goes deeper on the definition-of-done work, and the system scope tool helps you draft the description before the first call.
Start at stage one
Bring one job and the point where it stalls.