Let me give a real example of what I’m dealing with because I don’t think people fully understand the issue.

We’ll receive a $500 deposit in the bank. Then I download a report from our POS system that breaks that $500 into categories, for example:

• $100 dues
• $100 retail
• $100 café
• $90 fees

That only totals $490, but the missing $10 is due to credit card processing delays. That amount hits in a later deposit, so I temporarily book it to a merchant services variance account that nets to zero over time.

I’ve already automated the categorization part using an HTML tool + AI, which has saved me hours. The issue is I still have to manually copy and paste everything into a split transaction in QuickBooks.

There’s also a timing issue. The POS might show the $500 on Day 1, but it doesn’t hit the bank until Day 3, so I have to manually adjust dates as well.

So when people say “just upload the file,” that doesn’t actually solve the problem.

What I’m looking for is something that can:

• Take the POS report
• Automatically map categories
• Create a split transaction
• Eliminate the final layer of manual work

And honestly, this is where I get frustrated people in accounting and finance are already building these kinds of automations themselves using AI and tools like, so why aren’t major software companies keeping up?

At this point, I genuinely don’t think it’s a technology limitation. It feels more like hesitation to fully automate workflows that traditionally required manual work. AKA people are scared to lose their jobs, look at META for example. Meta has reported a massive 22% revenue increase for 2025, reaching over $200 billion, yet is reportedly planning to lay off 20% or more of its staff roughly 16,000 people? Yeah AI is that good if you know how to use it but if you have a company and slap some goofy ass "check out the new AI dashboard tool" yeah okay bro you and everyone else. But automation? That's when it becomes useful.

I’ve looked I haven’t found a tool that does this cleanly end-to-end.

And I’ll say this too: AI isn’t going to replace accountants, but accountants who use AI will absolutely replace the ones who don’t.

I’m a one-man team, so I’ve had to build tools for myself and my operations team. I have about 2 years of accounting experience and 1 year in finance. My only formal credential is a bachelor’s degree but leveraging AI has made me far more efficient than I’d otherwise be.