IMPROBABLY.ART — AI automations for everything that accidentally became someone’s job
You hired brilliant people to manually simulate software, one cell reference at a time.
We design systems that perform the quiet, repetitive work currently assigned to whoever was in the wrong meeting at the wrong time. Improbable? Occasionally. Difficult? Less than you think.
01 — The Operational Absurdity
Most businesses run on choreographed chaos and very polite spreadsheets.
Someone moves a number from one tab to another tab (the number objects, but complies). Someone forwards an email so a second person can retype what the first person already wrote (the email now exists in triplicate, all equally wrong). A report is rebuilt every Monday, by hand, as if it were a seasonal ritual required for the continued rotation of the earth.
None of this is anyone’s fault (it is, technically, everyone’s). It accreted. It is a machine-solvable problem being solved by tired humans, surrounded by applications that could do it flawlessly if anyone ever introduced them.
02 — What We Automate
Six categories of work that were always meant for machines, but were given desks instead.
/01
Workflows
The seven-step approval dance, memorialized, orchestrated, and executed without a single “just bumping this to the top of your inbox” email. Triggers go in, actions come out, and no one forwards anything to “make sure you saw this” ever again.
/02
Data Pipelines
Data travels from the system that generated it to the system that depends on it, cleaned, validated, and reconciled along the way (the spreadsheets protest; they are overruled). Not one human performs a ceremonial copy-paste.
/03
Document Processing
Invoices, contracts, and intake forms are read, parsed, filed, and cross-checked while everyone involved pretends this has always been the case. The PDF becomes what it always claimed to be: a container for information, not a hostage situation.
/04
Client Communication
Follow-ups occur when they are supposed to, not when someone remembers them in the shower. Reminders, confirmations, and updates sound like you because you defined the tone once (and the system, unlike a human, never has an off day).
/05
Reporting
The Monday report assembles itself before Monday, without the weekly scramble, the broken formulas, or the “final_v7_real_final” file. Dashboards stay current because they are generated by processes, not by hope.
/06
Integrations
The tools you already pay for exchange data directly, instead of through a highly compensated human acting as temporary infrastructure. The APIs speak; the “just a quick export” quietly retires.
03 — Before / After
The same Tuesday, observed in two incompatible realities.
Before
- 8:40 a.m. — Export a CSV, re-import it somewhere else, discover the columns have rearranged themselves like a minor coup, and spend twenty minutes restoring order.
- 11:15 a.m. — Chase three people for the numbers you need so you can assemble the numbers someone else allegedly needs (none of which match last week’s numbers, for reasons that will never be conclusively determined).
- 2:30 p.m. — Discover the report was wrong, again, for a reason that is structurally identical but cosmetically new. Rebuild it from scratch while the old version continues to circulate as if nothing has happened.
- 5:50 p.m. — Realize a client never received their confirmation, search three inboxes and a shared drive to verify, and issue an apology that implies this was an isolated incident.
After
- 8:40 a.m. — The data migrated overnight, validated itself, and arrived correctly formatted in the system that requested it. You notice only because nothing is broken.
- 11:15 a.m. — The report appears in three inboxes, a channel, and a dashboard, all aligned, none labeled “draft,” and no one can remember when they last asked, “Can you resend that?”
- 2:30 p.m. — You are doing work that cannot be delegated to a function, a script, or a workflow, mostly because it involves judgment and eye contact.
- 5:50 p.m. — Every client received the right message at the right second, and the only notification you see is a log confirming that nothing unusual occurred.
04 — Selected Interventions
A short catalogue of operational problems that stopped being part of anyone’s job description.
CASE 001
Boutique law firm
Intake that used to consume a paralegal’s morning
We built a pipeline that reads new client forms, drafts the matter record, checks for conflicts against existing files, and opens the matter automatically before the first coffee is finished. Approximately 11 hours a week reappeared on the schedule, with no visible side effects except less sighing.
improbablyart 