← All insightsPRACTITIONER INSIGHT

AI · Sep 2026

AI pays off in the boring work

Written by
Alex Moses
Reading time
4 min
Published

EXECUTIVE SUMMARY

The flashy AI demos get the headlines. The money is in the unglamorous work: product descriptions, reports, variations, rework. Here's where automation actually pays off, and why it compounds.

Most of the AI conversation is about the flashy stuff. Prompts that turn a sentence into a video, chatbots that answer customers at 2am. It's fun to watch and mostly optional. The money in AI lives somewhere less interesting: the boring, repetitive work nobody wants to do.

Where the money actually is

The expensive parts of marketing were never the exciting ones. They're the repetitive ones. Every business has the same list of chores. The fortieth product description. Thirty variations of one ad campaign. Months of reports, tagged and organised so the numbers actually tell a story. Hours of your own notes, resurfaced because you've answered the same question before and forgot where you put it.

None of this is glamorous. It's also where the hours go, and hours are what a small team can't buy back. When a machine takes that work, it's not a nice-to-have. It's a quiet hire that never needs a coffee break.

Why it compounds

Automation compounds in a way one-off tricks don't. The flashy demos are one-off tricks. They impress everyone for a day, and then nothing in the business has changed. The boring work is different, because most of it is reusable. Every product description keeps selling and every report teaches the next one. An answer you write down once is an answer you never have to think of again.

There's a part that usually gets skipped. The setup is the asset. The structure you build once, the library of approved phrases, the rules about what your brand says and doesn't say. That structure belongs to you. It turns a one-person outfit into a team that moves like a department, and we wrote about what that shift does to the jobs themselves.

The moat nobody sees

The flashy tools get commoditised fast. Everyone has the same subscription, so having the tool stops being an advantage within a year. The boring work doesn't commoditise, because it runs on your material. Your voice on the page, your customers' actual questions, your history of what worked and what flopped, the reasons people chose you instead of the next option. None of that exists anywhere except inside your business.

That's the real advantage. Anyone can generate a generic post in seconds, and the flood showed how much that's worth. Nobody can generate your customers' actual questions or your record with them. The machines are the same for every business. The material is not, and the material is what makes the output worth reading.

What to automate first

Start where the repetition lives. A few places show up in every business we talk to:

  • Descriptions and variations. Products, services, ad creative. One approved voice, a hundred outputs.
  • Reporting. Let the machine gather and organise the numbers. You keep the commentary and the calls.
  • Rework. Questions you've answered before, customer emails, briefs. Write it once and reuse it everywhere.
  • Research digests. What competitors published, what shifted in your industry. Summaries you can skim instead of feeds you scroll.

The order changes with the team. The pattern doesn't. Pick the thing you dread doing every week, put a system on it, then move to the next. That's the way our content team works too. Draft with the machine, decide with a person, only ship what we'd sign.

The honest part

None of this makes your marketing a robot. It makes your marketing possible. The team that still writes forty descriptions by hand isn't more authentic. It's just slower, and the difference shows up in the bank account before it shows up in the feed.

Nobody gets excited at a conference by a faster report. But the businesses winning with AI aren't the ones with the best demos. They're the ones quietly doing more with the same two people, week after week. Boring wins.

If you're not sure where AI actually pays off for your team, that's worth a proper look. Tell us what's eating your week and we'll show you what's worth automating and what still needs a person.

Written by

Alex Moses

Sydney digital marketing agency

Makaroni is a founder-led digital marketing agency in Sydney, Australia. We help small and mid-sized businesses grow through strategy, creative, media and technology.

About the author →