Operations automation use cases
Operations work often means the Monday rebuild: exports downloaded, pasted into a workbook, broken rows fixed and the commentary written by hand before the weekly meeting or the investor update. The operations workflows here turn that into a scheduled run that leaves the same workbook in the same place every week.
Code builds the tables by key, so history is kept and a rerun does not double a row. It reads the data-quality checks before anything is written up. Where AI writes commentary, it only picks and words findings that code already calculated, and code rejects any note with a number that is not in the data. What usually breaks is a missing file or setting, so each workflow stops early and says which one.
Who does the work
- Use cases
- 1
- Rule steps
- 4
- AI steps
- 1
- Person steps
- 0
- Stress tested
- 0 of 1
Counted across the use case below. AI reads, judges or drafts. Fixed rules check, decide and route. A person approves anything that goes out.
01Use cases
What you can automate in Operations
One workflow so far. Tell us the task you want to automate and it may be next.
- Routes
Each workflow’s steps, in the order they run.
- Trigger
- Rule step
- AI step
- Person step
- Output
- Checks
- Every workflow faces the same 8 checks. A check counts only when its test run is recorded; checks that do not apply are left out of the count. 1 check is built into these designs and still waits for a recorded run. What we test
Turn raw weekly exports into a clean KPI workbook with fact-checked insights
Starts every Monday morning or on demand. Ends with a clean KPI workbook, fact-checked notes and a digest in your team chat.
AI in one step only: writing the weekly notes7 steps, 1 AI step
- AI steps
- 1
- Stress test
- Not yet
- 0 of 6 checks recorded
02Can I automate it?
Asking about one task?
This question has a page of its own, with a straight answer and what stays with a person.
Can you automate business reporting?
Yes, partly. Code pulls and computes every number on a schedule. AI only words notes from those numbers, and code checks each note. A person reads it before it goes to investors or clients.
03Other departments
The rest of the line
Not on the list
Your task is not on the list?
Describe the one job you repeat every week. We tell you if it is worth automating, and how to start.
Ask a question about a workflow, or send one you want to build. We reply within 5 working days with a straight answer: yes, partly, or not worth automating, and how to build it. If you would rather we build it, say so in the form.