I spent a month researching why profitable agencies go broke. The numbers I found are crazy.

I’ve been doing a ton of research into the service business and agency space lately because I’m looking for a serious problem to solve with software.

While looking into it, I started reading through financial reports from London Economics, Relay Financial, and

Sage. I kept coming across this insane paradox where agencies look incredibly profitable on their P&L, but the founders are actually struggling with cash flow and panicking about payroll.

To give you an idea of what this looks like, the Relay survey found that 94% of growing SMB owners are highly confident they will grow this year. But 54% of those exact same businesses have less than 31 days of cash sitting in the bank.

The Bluevine data was even more surprising. They found that almost 30% of owners have actually delayed their own paychecks just so their team can get paid on time.

It turns out the biggest leak is just in the follow-ups. Sage data showed that if you use manual billing, your invoices sit for about 39 days past due. But if you automate it, that wait drops to 18 days.

That 21-day gap is literally the difference between making payroll easily and sweating at 11pm. Because founders are naturally too polite to send aggressive reminder emails, they just end up acting like a free bank for their clients.

The scale of this is huge. A UK government study found that late payments cause a £11 billion loss every year.

Roughly 14,000 businesses close annually just because of this, not because they have bad products, but because they run out of cash waiting for money they already earned.

I feel like this is a massive gap in the market. We have project management tools and accounting software, but nobody is actually fixing this 21-day gap.

I'm building an autonomous AI finance Co-pilot that act as the missing finance team more service business miss out.

Do you guys think this is a painful enough problem to build a SaaS around? Anyone here run an agency and actually deal with this "profitable but broke" phase?