The Workflow You Already Run
Many daily tasks are already workflows: something arrives, someone reads it, decides and acts. Written down step by step, they show which steps software can run and which need a person.
“When a customer emails about a refund, I read the email, check their order history, draft a response, and either approve or escalate.” That is a four-step workflow with one decision in it, and today a person runs every step.
Most processes live in someone’s head. Ask an operations manager what the team does each morning and you get precise, repeatable steps, and each one has the same shape: something arrives, someone reads it, a decision is made, an action follows. That is the shape of an automated workflow. Writing it down step by step shows which steps software can run and which need a person.
Five Workflows Run by Hand
The time figures in the cards below are illustrative, with their inputs stated; your own counts will differ.
Email Triage
Email Arrives
A new message lands in the inbox
Read
Work out what it asks and how urgent it is
Classify
Support, sales, complaint or spam
Route
To the right person or queue
Respond
Draft and send the first reply
Invoice Processing
Invoice Received
A PDF or email attachment arrives
Extract Data
Vendor, amount, date and line items
Match PO
Check it against the purchase order
Code GL
Assign general ledger codes
Approve
Route for sign-off, or approve under a threshold
Lead Qualification
Inquiry Arrives
A form, an email or a call
Research
Look up size, industry and revenue
Score Fit
Does it match the clients you want?
Route to Rep
By territory or capacity
Draft Outreach
Personalize the first reply
Content Approval
Customer Onboarding
Which Steps Need a Person
The common mistake is treating automation as all or nothing.
Either we automate the whole workflow or none of it. Most of our process needs judgment, so automation does not apply here.
Some steps are plain automation: create the account, send the email, log the record. Some need AI judgment: classify, score, draft. Some need a person: negotiate, reassure, decide the exceptions. The skill is telling them apart.
Move people to the decisions and conversations that need them; the steps before and after can run on their own.
What One Workflow Costs
Pick your most time-consuming workflow. Count how many times it runs a week and the minutes each run takes, multiply, divide by 60, and multiply by the fully loaded hourly cost of the person who runs it. That is the ceiling on what automating it can return: what you spend today, not a forecast of savings.
Illustrative: if the count comes to 20 to 40 hours a week across a team, at $50 an hour over 50 working weeks, that is $50,000 to $100,000 a year on steps that do not need the judgment of the people doing them.
Start with one workflow. Automate the steps that are pure rules, keep a person on the decisions, and run the new way beside the old for a full cycle before the old one stops.
Which of your daily workflows should be running itself?
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