You cannot add an hour to the day. Everyone gets the same twenty-four, and no tool has ever changed that. But you can give an hour back. You can take something that used to eat a whole afternoon and make it take a minute, then hand the person that afternoon to spend on something that matters. That is the closest thing to a time machine we have, and right now we can build one for almost anyone.
I wrote recently that execution has become cheap and ideas are expensive. This is the part I kept thinking about after. If building is nearly free, the thing we are really producing is time. Not features. Not screens. Time. So the question worth asking about any automation is simple: how many hours does this give back, and to whom.
Most of the day is not the work
Here is the uncomfortable baseline. In Asana’s Anatomy of Work research (opens in new tab), people spend about 58 percent of their day on what it calls work about work: chasing status, searching for information, copying things between tools, updating the same number in four places. Only a sliver of the day is the skilled, strategic work they were hired to do. More than half of every workday is coordination overhead.
That number is not a scold about discipline. It is a map of where the time is hiding. All that repetitive, mechanical, soul-flattening work is exactly what a machine is good at. It is the raw material. When you automate it, you are not shaving a few minutes here and there. You are reaching into that 58 percent and pulling hours back out.
The real product of automation is not speed. It is time given back.
Point the machine at the tedious part
The rule I follow is boring and it works. Send AI at the boring, heavy, repeatable work (opens in new tab) first, the tasks nobody grows from doing. Writing the product descriptions for each catalog launch used to eat roughly 320 hours. I built an agent that does the whole set in about one, in the brand voice, and more consistent than the hand-written versions ever were. That is not a story about a clever tool. It is a story about handing a team weeks of their year back. I wrote about the process behind it in what an AI-first design process actually looks like.
The mistake I see people make is spending the saved time on more busywork, faster. They automate a report and then make ten reports. That is not a time machine, it is a treadmill with a better motor. The point of clearing the tedious work is to spend the reclaimed time on the part only a person can do: deciding what is worth making, judging when it is right, and pointing the whole thing somewhere better.
Give the time to the customer too
The best version of this hands time to the people you serve, not just the people who build. At Story Genie, the company I founded, agents write and illustrate a full personalized hardcover book in the time it takes to read this paragraph. The customer sees the entire finished book in about 60 seconds, before they pay a cent. The old version of that experience was weeks of waiting and hoping. We did not just make it cheaper. We gave people back the wait.
That is the test I hold any project to now. Does it give someone their time back, and is that time going somewhere that matters. A faster checkout gives a shopper back the two minutes they would have spent fighting a form (opens in new tab). A good internal tool gives a team back the Friday they would have spent reconciling a spreadsheet. Measure the hours returned, not the tasks sped up. They are not the same thing.
Not every chore is worth a machine. If a task runs twice a year, or the rules change every time, the build and the upkeep can cost more hours than they give back. Sometimes the better move is to stop doing the task at all. Automate the work that is frequent, stable, and painful, and leave the rest alone.
Why this is the whole job
Time is the only resource you cannot make more of. You can raise more money, hire more people, buy more compute. You cannot buy another hour in the day. So the most valuable thing you can do for a person, a team, or a business is give them back the time they were spending on work that never needed a human in the first place.
That is what I mean when I say we are building time machines. Not the science-fiction kind, the practical kind. You find the hours people are losing to the mechanical middle of their work, and you hand those hours back so they can spend them on judgment, on strategy, on the decisions that actually move things. The machine does the tedious part. The person gets their afternoon back. Do that enough times and you have changed how a whole company spends its days.
Time is the only resource you cannot make more of. Giving it back is the most valuable thing you can build.
So when you look at the next thing on your plate, ask where the hours are hiding, and whether a machine could do that part while you do the part that needs you. Then build the smallest version that gives the time back. That is the work now. Everything cheap is a tool. The time is the point.