AI Isn't Automation
A lot of people use the words “AI” and “automation” interchangeably, even though they're two very different things. That confusion leads them to chase the wrong solutions or invest in tools that don't fit their actual problems.
AI thinks and plans. It helps your team design a better process. Automation executes and repeats. It's what actually runs that process — over and over, without someone doing it manually each time.
Once your team understands the difference, you can start having the right conversation about where automation belongs in your firm.
Why We Built This (Instead of Hiring a Consultant)
In 2026, our firm made a single-word commitment: automate. But instead of Marcus and I deciding what that meant, we brought it to our team.
In one of our monthly training sessions, every team member — licensed accountants, administrative staff, contractors — filled out the same structured prompt: What's the frustration? Who's involved? How often does it happen? How much time does it take?
What came back surprised us. As Marcus put it, “There are pain points and frustrations at the team level that I either forgot about or had no idea even existed.”
That exercise started as a simple Word document. It eventually became the Automation Idea Generator, which we’re now giving away for free so any firm can start the same conversation.
Not Everything is Worth Automating
I quickly learned that the most beneficial answer isn’t always “yes, automate this.” Sometimes it’s, “don’t bother.”
When we receive documents from a new prospect — prior year tax returns, QuickBooks access, that kind of thing — there are a few manual handoffs before Marcus and I both know everything is ready to review. I wanted to cut through that with an automatic notification any time something new came in. That way, Marcus and I would both know immediately.
I was convinced it was worth building. But the tool pushed back: it's possible to automate, but not worth the effort since only three people are involved, it doesn't happen frequently enough, and the time impact is minimal. I ended up agreeing with that verdict.
Marcus had a similar experience. His idea was syncing billing across HubSpot, Canopy, and QuickBooks Online. Instead of recommending a custom build, the tool pointed to official integrations that already existed. “Within two minutes, there were probably better options than having the tool create something from scratch.” Turns out, Marcus just needed to turn on connections that were already there.
Knowing what not to prioritize is just as valuable as knowing where to start.
How the Tool Works
The Automation Idea Generator is not an AI product.
It asks structured questions about a process and generates a detailed prompt that you copy and paste into whatever AI tool your team already uses, whether that’s Claude, ChatGPT, Copilot, or anything else. We made it this way so anyone can use it without being locked into a particular tool.
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The questions it asks are designed specifically for accounting firms, like:
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Which platform your firm runs on
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What practice management, tax, and accounting software you use
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Where you store files
From there, you'll describe the frustration in plain language — what the task is, why it's painful, and what tends to go wrong. Add your firm size and average billing rate, and before you even hit submit, you'll see the estimated impact of automating that process. Having the numbers behind it takes the guesswork out of where to focus efforts first.
When you do submit, you get a ready-to-use prompt. Copy and paste it into whatever AI tool your team uses and see what it recommends.
One thing worth noting here: we don't store any of the data you enter into the questionnaire.
The Human Side: Staff Anxiety
We used our prompt in Claude, and it gave us something unexpected: alongside the technical recommendations, it surfaced that staff commonly worry about job replacement.
As firm leaders, that's your cue. Before you introduce any automation to your team, you need to have the conversation. Claude framed it well: this is about freeing your team up for the work that requires their brain, skills, and knowledge — not eliminating their role.
Marcus put it plainly: “You're still dealing with humans, and humans have feelings.” But he was equally direct about expectations: “There is a place on the team for everyone, as long as they're willing to use the tools being put in their hands. It's like the shift from manual tools to power tools in construction. The builders who embraced the change didn't just survive — they built faster, better, and with less effort. Accounting is no different.”
Start With the Biggest Problem First
Sequencing matters. When we prioritized which automations to tackle, it would have been easy to start with our own individual frustrations. But that wouldn't have made much of a difference.
We started with the bottlenecks affecting the whole team — the highest ROI, the broadest impact. If something is frustrating one person, it's worth noting. But if it's slowing down the whole team, that's where your time and resources should go first.
Your Next Move
A year ago, this kind of analysis would have cost thousands of dollars and weeks of a consultant's time. Now it takes minutes, it's free, and anyone on your team can run it.
You can access the Automation Idea Generator at collective.cpa/automationprompt. Try it with one real process from your week and see what comes back.
I'd love to hear what you find. Reach me directly here.
Watch the full episode of Who's Really the Boss? for the entire conversation and to see a live demo from start to finish.


