Context stays with the work
Requests, sources, rules and previous decisions remain connected, so the next step starts with the right information.
MANAGED AI OPERATIONS SYSTEMS
We design and run managed AI operations systems for businesses.
Monitor selected workflows. Structure incoming work. Prepare the next step. Keep a human in control where it matters.
Start with one real workflow — enquiry intake, inbox triage, internal brief prep, follow-up routing or operational monitoring.
- Enquiry
- Prepared brief
- Human review
- Tracked next step
What we do
We set up and run AI-supported business workflows.
Who it helps
Businesses coordinating requests, documents and decisions across people and tools.
What changes
Each request has a clear brief, a person responsible and a tracked next step.
01 / One concrete workflow
From an incoming enquiry to a clear, tracked next step.
A customer asks for a quote and attaches a project brief. Quantity and deadline are missing. Here is how a managed workflow could carry that request forward.
Illustrative workflow
Explore five steps using a fictional enquiry and prepared examples. No live processing or sending takes place.
Receive
The enquiry and its attachment enter the agreed workflow together.
Input / Email + attachment
A quote request arrives
project-brief.pdf / Example attachment
Clarify
AI structures the request and separates known facts from gaps and risks.
Coordination / Facts + gaps
The request becomes clear
- Known facts
- A quote is requested. A project brief is attached.
- Missing information
- Required quantity and target deadline are not stated.
- Needs attention
- Price and delivery timing cannot be confirmed until the missing details are checked.
- Source
- Original enquiry and attached project brief, kept with this request.
Prepare
Focused AI workers prepare a brief, a reply draft and an internal task.
AI execution / Prepared work
Ready for a person to review
Internal brief
Quote requested. Brief attached. Confirm quantity and deadline before preparing terms.
Reply draft / Not sent
Thank you for your enquiry and project brief. Could you confirm the quantity you need and your target deadline? We can then review the scope and prepare a quote.
Proposed internal task
Sales lead: review the brief and reply draft, then confirm who will prepare the quote once the details arrive.
Review
An authorised person checks the work and decides what can go forward.
Human decision / Approval
You decide what moves forward
The sales lead reviews the prepared work. The system brings the decision to a person before anything is sent or committed.
- Check the brief and questions against the original request.
- Approve any price or deadline commitments only after checking the details.
- Approve the reply before it reaches the customer.
Track
The sources, approved version, owner and next action stay with the request.
Continuity / Retained state
The next step stays visible
- Status
- After the approved reply: waiting for customer details
- Owner
- Sales lead
- Next action
- Confirm quantity and deadline at the agreed follow-up check.
- Retained
- Original enquiry, attachment, prepared brief, approved reply and next action.
Human approval where it matters.
You agree the boundaries before the workflow runs. People approve consequential decisions, including commitments and customer-facing communication.
02 / What makes it managed
Prepared work. Clear decisions. Continuity.
We design and run the agreed process around your business. It keeps the information, working rules and next actions connected as work moves between people and tools.
Focused AI support for each task
Specialised AI workers have defined jobs, such as reading inputs, checking information or preparing drafts.
Agreed checks keep work moving
Selected events or scheduled checks trigger the next step. We define what to watch and when to involve a person.
People approve important decisions
Authority is agreed in advance. The system prepares consequential decisions for the right person to review.
Built around your existing tools
We check which email, document and business tools the workflow needs, and what can be connected for that specific process.
Every handoff has a next step
Sources, prepared work, decisions, status and responsibility stay visible, so people can see what happened and what comes next.
How we start
- Choose one workflow
- Agree the rules
- Build and test
- Run and refine
Monitoring, support, included changes and pricing are agreed for your workflow. The scope defines what runs, what we review and when a person takes over.
03 / Choose your starting point
Start where the work needs support.
For My Business
Managed AI Operations
One business workflow, designed around your tools, with prepared work, human approval and a tracked next step.
For Me
Personal AI support
A clearer way to research, plan and prepare your work. We discuss what would be useful around your individual needs.
For My Team
AI-supported teamwork
Shared working methods for briefs, research, drafts and better handoffs. Start with how your team works together.
Guided walkthrough
Meet EmmA
Explore how managed AI operations could fit your work through a few guided choices.
Where does work tend to get stuck? Choose a topic to see how the example could help.
04 / Operator × EmmA
Human direction. AI execution.
The Operator sets business intent, scope and final judgment. EmmA is the studio’s AI systems liaison, supporting research, structuring and execution. Together, they keep the work tied to a clear goal and accountable human decisions.
05 / A concrete next step
Start with one workflow.
Tell us what comes in, where the work gets stuck and what a useful outcome would look like. We’ll use that to discuss the first workflow, the tools involved and the decisions that need your approval.
Email EmmA about your workflowOpens your email app. Nothing is sent until you send it.
emma@operator.ba