Platform · The AI Operating Model
We start by mapping how your company actually works.
Before we build a single agent, we map your business as it runs day to day: your org structure, the processes each unit owns, and where AI is landing today. That map is the AI Operating Model. Every Kowalah engagement is built on it, and it's yours to keep.
Book a ConversationWhat it is
A shared picture of the work,
not a 200-page document.
The operating model is deliberately coarse. It gives your leaders one picture of where AI is landing, where it should land next, and the value that creates. Three layers make it up.
Org structure
Your company as a tree of units: group, divisions, functions, sites. Every unit has a named leader and a live AI-coverage figure, so you can see where AI has reached and where it hasn't.
Processes
Each unit owns a handful of processes, mapped as five to fifteen coarse steps, not swimlane diagrams. Enough to see how the work flows, not so much detail that the map goes stale.
Dispositions
Every step records how the work is done today, and where it is heading: human, AI-assisted, automated, or AI-autonomous. The gap between the two is the redesign opportunity.
Processes
Every process, step by step, and where AI belongs.
We map each process as a line of steps and mark the disposition of every one. The gap between where a step is today and where it should be is the redesign opportunity. We rank that backlog by what constrains the whole flow and where coordination cost hides, not by whatever is easiest to automate.
Some steps stay human on purpose. A site survey, a negotiation, a moment with a customer. The model records the deliberate decision to keep them human, which matters as much as the steps we change.
The four dispositions
Where AI lands, and where it doesn't.
Human
The work stays with your people. Recorded as a deliberate choice, not a gap in coverage.
AI-assisted
Your people do the work with an AI drafting, analysing, or summarising alongside them.
Automated
A deterministic system runs the step. Reliable and rules-based, no judgement required.
AI-autonomous
An agent runs the step and escalates the moment it hits something it cannot handle. Every autonomous step carries an explicit stop-condition.
The Claude connector
Built from what you already have.
Your team keeps the operating model current from inside Claude. Point it at the documentation you already have, and Kowalah drafts the process and adds it to the model once you approve.
Proof of value
The map is how the programme proves itself.
Because every step has a baseline you signed off, progress is measurable, not anecdotal. As the map changes, so do the numbers you take to the board.
A ranked backlog
The gap between current and target disposition, ordered by what constrains the flow and where coordination cost hides.
Coverage that moves
As steps shift disposition, AI coverage and the outcome metrics move against the baselines you signed off.
A board-ready trajectory
Quarter over quarter, the map is the story of the company getting faster, reportable like any other programme.
How it fits
The map runs through the whole engagement.
The Vision Map Workshop draws the top
In five working days, leaders set the vision, the guiding principles, and the metrics. That becomes the top of the map: how far, and where, this business will let AI run.
Strategy & Advisory →The Kowalah Way fills it in
Our phase-gated methodology maps the processes, sets target dispositions, and gets the first agents into production, filling the map unit by unit.
The Kowalah Way →Managed Services keeps it alive
The map keeps surfacing new opportunities long after go-live, and each redesign becomes real delivery work through your Client Partner.
Managed Services →Ready when you are
See your operating model
take shape.
A Vision Map Workshop turns how your business works into a defensible map and roadmap, in five working days.