Who this is for: Operations leads and business owners deciding where to start.
Ops automation connects repeatable work across the systems a team already uses. A signed deal can create a delivery task; a received invoice can enter a review queue. The useful question is which handoff deserves that treatment first.
Start with a process you can observe, an owner who can explain its rules, and a failure you can detect. An expensive task with disputed rules is a poor first build. Use the inventory below to compare a few candidates before choosing a platform.
Observe the work before scoring it
Watch several normal runs and at least one awkward one. Record active work separately from waiting: an invoice that waits two days for approval may take only ten minutes to process. Automating the typing won't fix the missing approver.
Ask the person doing the work to show the trigger, every system touched, and what counts as finished. Note exceptions rather than averaging them away. Missing customer identifiers, incomplete forms, and duplicate events often determine the real scope.
| Candidate | Volume / week | Active time / item | Main obstacle | First action |
|---|---|---|---|---|
| Create onboarding tasks | 20 | 12 minutes | Stable project template | Check native CRM action |
| Reconcile customer accounts | 10 | 30 minutes | Conflicting identifiers | Agree matching rules |
| Approve unusual discounts | 5 | 20 minutes | Judgment varies by deal | Keep review; document policy |
Eliminate weak candidates first
Don't assign a high score to a workflow with no owner, no reliable trigger, or an irreversible consequence nobody can reconcile. Resolve those gaps first. A task that rarely happens may be easier to handle with a checklist.
Then compare net time recovered, failure impact, rule stability, access to the required data, and how easily you could undo a bad run. The worksheet uses a simple discussion score. It's a prioritization aid, not a forecast of returns.
- A named owner agrees what finished means.
- The inputs and exceptions can be demonstrated.
- A native feature or simpler process has been considered.
- Duplicate runs and missing events can be detected.
- A limited pilot can run without exposing the whole business.
Work the numbers without promising cash savings
Illustrative onboarding example: 20 items a week at 12 minutes each takes four hours. If automation leaves three minutes of review per item, it recovers three hours a week. At 48 working weeks and $50 per hour, that's $7,200 of annual labor capacity.
That is not automatically $7,200 less payroll. Decide how the time will be used, deduct platform and maintenance costs, and allow for rollout. If the project costs $4,000 and annual running costs are $1,000, first-year net capacity value is $2,200 under these assumptions. A slower adoption scenario may not justify the build.
Choose the smallest useful next step
Prefer a native feature when it handles the rule and its exceptions in the system where the work happens. Use an integration when another system must receive or return information. Consider a new tool when it already owns the complete process.
For the onboarding example, pilot task creation while a person still verifies the project. Measure omissions, duplicates, review time, and completion. Expand only after the owner accepts the results. Take the selected candidate into the requirements template; keep the rejected candidates and the reasons for rejecting them.
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Process inventory and prioritization worksheet
Record observed runs first. Treat the sample numbers as illustrative. Score rule stability, input quality, recoverability, and owner readiness from 1 (weak) to 3 (strong). Do not score a workflow past a failed readiness gate.
Open the CSV in Excel, Google Sheets, or another spreadsheet tool. The Markdown brief is editable in a text editor.
Common questions
- Should we automate the task that takes the most time?
- Only if its rules, inputs, ownership, and failure handling are clear enough. A smaller stable workflow is often a better way to learn.
- How many candidates should we compare?
- Start with a handful you can observe directly. The point is to make a defensible choice, not to inventory the whole company before improving one handoff.
