Results
That is the estimate from our work with a Minneapolis commercial real estate firm, across the people whose days were built around document work. Below is where those hours actually came from, counted as the specific manual steps that stopped happening.
Estimated from the work rather than formally tracked. We would rather label it than dress it up as a measurement.
01
Time does not disappear in blocks. It leaks in five and ten minute pieces, several times a day, doing things nobody would describe as their job if you asked them what they do.
That is why it never shows up in a calendar audit and why most people underestimate it. The only reliable way to see it is to write down every step a process actually takes, which is the first thing we do on a discovery call.
Across the four automations on this page, 23 separate manual steps stopped happening. Every one of them was something a person previously did by hand, every time, forever.
02 — What that looks like
These are real shapes we have built. Each list is the work that used to happen by hand every single time the process ran.
A finished call becomes a filed summary, updated contact records, assigned tasks and a drafted follow-up email.
What used to happen by hand
Trigger: One sentence
Now takes: Under two minutes
A lease, amendment or LOI becomes a standard abstract with a critical dates table.
What used to happen by hand
Trigger: Dropping in a file
Now takes: Minutes, not an afternoon
Multiple proposals become a side-by-side multi-year occupancy cost model.
What used to happen by hand
Trigger: A folder of proposals
Now takes: One pass
A deal folder and email thread become a client-ready update in a consistent format.
What used to happen by hand
Trigger: A scheduled run
Now takes: Drafted and waiting
03 — The pattern
Most repetitive business work takes information in one shape and puts it out in another. A transcript becomes a summary. A lease becomes an abstract. That shape is exactly what this technology is good at.
Automations draft, people send. Anything leaving your business gets read by a human first, which is what makes teams willing to let an automation near real work at all.
Questions
Honestly, mostly we do not, and this page says so rather than printing a number we cannot stand behind. What we can count precisely is steps removed, so that is what the tables show. The hours figure on this page is an estimate from the work, not a tracked measurement, and it is labelled that way.
Because we would have to invent it. Nobody was timing the old process with a stopwatch before we arrived, so any percentage would be reverse-engineered from a guess. A list of the specific steps that no longer happen is verifiable and more useful.
The shapes recur more than people expect, because most repetitive work is document in, document out. Whether your version is worth building is what the discovery call establishes, and you get a written map of the process either way.
It moves up. The pattern we see is not fewer people, it is the same people spending the recovered hours on the parts of the job that actually need judgment, which is usually the client-facing part.
Next step
A free 30-minute call. We map one process end to end and count the steps. You keep the written map whether or not you hire us.
Book a discovery call