The Work You Know You Should Be Doing
Make a list, right now, of the top 10 things you "keep meaning to do" in your business but never actually get to. Not the big strategic bets. The small, known-important tasks that get dropped week after week.
Typical lists look like:
- Follow up with the 6 cold leads from last month we never pinged a second time.
- Send a handwritten-style note to the 12 clients who bought last quarter.
- Rewrite that one page on the website that's been wrong since 2023.
- Pull the Q1 numbers into a deck the partners can actually look at.
- Check which vendors we're overpaying and renegotiate.
None of these are hard. None of them take more than 2-3 hours. And yet they sit on the list, week after week, quarter after quarter, because the bandwidth to do them never shows up.
The Money Hidden in the List
Rohlik's Duvo deployment — which we wrote about earlier — surfaced a number their leadership had never quantified: millions of euros per year in what they called "abandoned work." Work that would have been done if someone had the time, but wasn't.
At your scale, abandoned work is likely not millions. But it's probably tens of thousands.
Six cold leads, followed up properly, closes 1-2 of them. That's $5-$15K. Twelve handwritten notes generates 2-3 referrals a year at $3-$8K each. One page rewritten lifts conversion 10-15%. One renegotiated vendor saves $2-$5K a year.
The total abandoned work in an SMB, quantified honestly, is usually $30-$100K/year of near-certain value sitting on the floor.
Why AI Changes the Math
The reason abandoned work exists is that your bottleneck is attention, not capability. You know how to do every item on that list. You just can't hold 47 things in your head and do them all, so the work stays abandoned.
AI agents don't have an attention bottleneck. If you wire up a "follow up with cold leads" agent, it will follow up with cold leads. Every week. Forever. Without you reminding it.
The quality of that follow-up will be, let's say, 80% as good as if you'd done it personally. But it's being done 100% of the time instead of 0% of the time. The 80% of something is infinitely greater than 100% of nothing.
The Counterintuitive Math
SMB owners evaluate AI tools against the wrong benchmark. They compare "AI doing the work" against "me doing the work perfectly" and conclude the AI isn't good enough yet. The correct comparison is "AI doing the work" against "the work not getting done at all" — and under that comparison, even mediocre AI wins.
A B- follow-up email sent 52 times a year beats an A+ email sent zero times a year. This is not a controversial claim. But SMB owners resist it because they care about craft.
Where to Start
Write your abandoned work list. Rank each item by (a) how much it'd be worth if done and (b) how hard it'd be to get an AI to do it. The items in the top-right quadrant — high value + easy to automate — are your first Agent Pack.
Most SMBs find 3-5 items that hit that quadrant cleanly. Ascero AI's $2,500 AI Audit produces exactly this list, with expected dollar-return per item, in two weeks.
Don't let perfect be the enemy of done. Not for AI. Not for your business.