I spent years as an executive inside a fast-growing SaaS business, carrying delivery and financial responsibility for services revenue. Month close was always the same fight: project data that couldn't be fully trusted, a spreadsheet that shouldn't have been necessary, and revenue that was clearly earned but sitting out of reach until an invoice caught up. I had a handful of numbers that kept me up at night — delivery revenue, billed revenue, work in progress, cash — and every month I made subjective recognition calls without a clear view of what they did to the rest of them.
It never felt like just an efficiency problem. It felt like a governance problem waiting to surface at a later time — in an audit, in front of the board, or the one month someone asked why the numbers weren't consistent and there was no good answer. Nothing in the market addressed it directly. So I decided to build it.
Every project-based business hits some version of this at month-end: the project system says progress is one thing, the finance system says something else has been billed, and someone has to decide what actually counts as earned revenue — a call made manually, under time pressure, with no consistent record of how they got there. (We've written more on why that's a bigger problem than it looks — see The Downstream Impact of Subjective Earned Revenue Decisions.)
That gap between delivery and invoice isn't a technicality. It's where the real numbers live, and it's exactly where most tools stop paying attention.
Finn can live in two ecosystems. It can sit between the PSA or project system and the accounting platform, pulling in delivery and billing data so both live in one place — nothing changes for the people managing delivery, and finance gets a structured layer on top of data that already exists. Or, for businesses without a project system in place, it works as a standalone system, where project team members key project information directly into the platform.
In both scenarios, Finn treats project data as a draft, not a source of truth. AI-driven analysis checks each project against multiple delivery signals and recommends a recognition position. Finance reviews it, adjusts where needed, and approves. Once every project for the period is approved, Finn posts a clean journal entry to the general ledger. Every override carries a reason, a timestamp, and an approver, preserved alongside the original figure. Once a period is locked, it stays locked.
Nothing about this replaces judgement. It gives judgement a record — one that holds up to scrutiny instead of being reconstructed after the fact. The close moves from days to hours, and every figure in it can be defended the moment someone asks.
There's a second cost to all of this, and it isn't about judgement at all. Work gets delivered steadily, but cash doesn't move in step with it — it moves on the invoice cycle, which lags delivery by design. Businesses end up managing a cash rhythm that's disconnected from the work they're actually doing, because the revenue they've earned isn't visible — or accessible — until it's been billed.
The same verified data that powers recognition doesn't have to stop at the journal entry. If Finn already knows, with finance's sign-off, how much a business has earned this month, that number can do more than close the books — it can be something the business draws on before the invoice is raised.
That's the Earned Revenue Advance: access to earned-but-unbilled revenue, verified by the same process that closes the month, without waiting for the billing cycle to catch up. Working capital is a lever to pull, and the businesses that scale fastest aren't waiting for invoices to clear before deciding what to do next — they're using verified earned revenue to fund the decisions that keep them ahead. We've written more on what that looks like in practice — see Working Capital Isn't a Backup Plan. It's a Lever.
Getting recognition right isn't just a compliance exercise. It's the foundation for knowing, at any point in the month, what's been earned — not what's been invoiced, not what a spreadsheet estimated, but what delivery has actually produced. With it, that question has an answer any day of the month, not just at the end of it.
That's the problem Finn was built to close — not by adding another system to reconcile, but by turning that judgement call into something a business can trust, defend, and see clearly every month.
