SynthesisLogic

How do I find the repetitive tasks worth automating?

Measure before you choose. For one week, have each person log the tasks they repeat and how long they take, and log every time someone has to step into a process to copy, fix, chase or approve something. Rank the tasks by hours per month; the top of the list, filtered by the questions on our what-to-automate-first page, is your shortlist. Larger companies can use process mining on system logs instead.

Updated 8 November 2026.

This page answers

  • How do I find repetitive tasks that waste my employees' time?
  • Can you analyze my business and identify what I should automate?
  • How can I identify bottlenecks in my business operations?
  • How do I identify processes that require too much manual intervention?
  • Can you create an automation opportunity assessment for my business?
  • Can you help me map out all my business processes?

Step 1: a one-week time audit

Each person keeps a simple log. Five columns are enough.

ColumnExample
TaskCopy web order into the accounting app
How often15 times a day
Minutes each4
Systems usedShopify, Xero, email
Why it is manualNo connection between the two apps

Step 2: log every manual intervention

In processes that are already partly automated, the waste hides in the moments a person has to step in. Count them: for each process, how many cases needed a human, and why.

Intervention rate = cases that needed a person ÷ all cases × 100. If 180 of 500 orders a month needed someone, the rate is 36%. Not every intervention is waste; the point is to see why each one happened.

What each cause usually means

What you seeUsual causeUsual fix
People copy data between appsMissing integrationConnect the apps through their APIs or a workflow tool
People correct the same fields again and againBad data at the sourceValidate the form or import, not the output
Every case waits for one managerApproval rule too broadApprove only above a limit or for exceptions
People check whether something is doneNo status notificationsSend a message when the status changes
People read emails or PDFs and type them inUnstructured inputAI extraction with a person checking low-confidence cases
Requests bounce between teamsNo routing ruleClassify on arrival and assign

Step 3: rank by hours, then by risk

Hours per month = times per day × minutes each × working days ÷ 60. Fifteen four-minute tasks a day over 22 working days is 22 hours a month.

Sort the list by hours, then strike out anything that fails the risk questions (money, contracts, legal). The top three to five are your automation shortlist.

For larger companies: process mining and task mining

If your processes run through an ERP or CRM, the system's own event logs show where cases wait and loop. Microsoft describes process mining in Power Automate as using event log files from your system of record to display maps of your processes, with accounts receivable and order-to-cash as example processes. Its task mining records the steps people take on their desktops to find repetitive work.

Celonis and similar tools do the same at enterprise scale. For a small business, a spreadsheet log for one week usually tells you enough.

Sources

Vendor facts on this page come from these pages, checked on 8 November 2026.

Questions

How long should the audit run?

One normal week is enough for daily work. Add month-end tasks from memory or last month's calendar, since they will not show up in a single week.

Will staff log honestly?

Say clearly that the goal is to remove boring work, not to measure people. Logging tasks, not people, helps.

Can an AI analyze my business and find what to automate?

It can sort and rank a task log and suggest fixes for each cause. It cannot see your work without that log or access to your systems' data, so the audit comes first.

Want an agent built for this?

We build AI agents in code, connected directly to your systems, with no per-task fees. Write a few lines about the work you want to automate and the systems you use; we reply to set up an online intro call.

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