Before we write code, we follow the real flow of the work.
The org chart tells you who reports to whom. It tells you nothing about how a task actually moves. So we start by watching one, following it end to end, across every system and hand-off it touches.
From map to shortlist
We map where time is lost, where decisions stall and where data is scattered. Out of that comes a shortlist of jobs an agent can own, ranked by leverage and feasibility, not by hype.
Those three don't carry the same weight. Lost time is recoverable and the easiest to quantify. Stalled decisions cost more, because they hold up other people downstream. Scattered data is the most insidious: it slows nothing visibly, but forces people to rebuild by hand, every single time, a picture the system should already hold.
What we actually look for
Following a task end to end means noting down things nobody documents, because to everyone involved they seem obvious:
- How many times the same data is re-keyed by hand as it moves from one system to another.
- Where a task stops not because it is hard, but because it is waiting on a person who is busy with something else.
- Which exceptions recur, how often, and who knows how to handle them — often a single person, which is itself a risk.
- Which checks exist for a specific reason, and which are left over from a version of the process that no longer exists.
The output is not a report
A map that ends up in a document has already cost more than it returned. What we hand over is a shortlist of candidate jobs, each with a defined perimeter, the systems it touches and the point where a human approval belongs. It's material to build from, not to present.
Why the order matters
The temptation is to start with the most visible task, or the one people talk about most. We rank by leverage and feasibility, which is a less striking criterion and a far more reliable one: a frequent task with accessible data and a verifiable outcome is worth more than a spectacular one that needs six months of integration work before it can even be attempted.
There's a practical reason too. The first agent that reaches production decides how much credit the second one gets. Better that it's the one which works soon and can be checked, than the one that would have played well in a meeting.