Operational + financial clarity
When your operations and your finances don't speak the same language, the cost shows up everywhere it hurts:
That gap - between what your operation does and what your finance records - is where the money and the clarity hide. We close it.
Thinking about AI? It only works on data it can trust. Bolt it onto messy numbers and you're building on sand. We lay the foundation first, so what you build on top actually holds.
These rarely show up one at a time. They're usually the same root cause wearing different clothes.
These aren't six problems. They're one: your operations and your finances aren't connected. Brightmere connects them - clarity you can run the business on, and numbers that survive a buyer's scrutiny.
Built for operationally complex businesses
Hundreds or thousands of SKUs, customers, jobs or transactions - more than anyone can track by hand, where the average hides the answer and the money is buried in the detail. Owner-led or PE-backed. Whichever side of a deal you're on.
Finance is really just a translation of operations. The real world happens - stock ships, a customer takes 90 days, a job runs long - and only weeks later does it surface as a number, blended into an average that buries where the money actually went. That lag, and that averaging, is where the money and the clarity hide.
Sales counts it one way, operations runs it another, finance books a third. Same business, three numbers - and the difference falls on the floor between them.
By the time a problem reaches the P&L, the cash has already moved and the decision has already been made on an average. You're always explaining the past.
We join operations and finance into a single view where every event carries its money - so the numbers agree, tie to source, and finally answer the questions you actually have.
The method
We read the same business three ways - and each lens is run at a resolution a spreadsheet can't reach: on your actual data, line by line, not category averages.
Lens 1
Are the numbers real, and where's the money? Unit economics, working capital, margin durability and cash - the profit machine, read line by line.
Usually where we start: the Cash X-Ray.
Lens 2
Can the operation actually deliver the plan? Capacity, the one true bottleneck, and where it breaks under load - read from the operational log, not a site visit.
The question growth is really asking.
Lens 3
How much of the business depends on you, or a handful of key people? Founder and key-person dependency, measured from what the systems reveal - not the org chart.
What walks out the door if they do.
Read the plan like a finance person, name the constraint like an operator, compute it like a data scientist. That bridge is the whole point.
Everyone wants to point AI at their business. But AI is only as good as the data beneath it - bolt it onto scattered, unreconciled numbers and you just automate the mess faster. The clean, reconciled layer we build to answer your questions is the same foundation your AI, forecasting and automation have to stand on. Get it right once, and what you build on top holds.
Every number traces back to source, and the “three teams, three numbers” problem goes away. One definition, documented and agreed.
Audit-grade, tied back to the accounts - so a model can trust its inputs, and you can trust its outputs enough to act on them.
A clean transaction layer that automation, forecasting and AI can sit on top of without collapsing. Rock, not sand.
This is the unglamorous work most people skip - and it's what earns the right to talk about AI at all.
Freeing trapped cash usually funds everything that follows. And because it all runs on the same clean foundation, each step makes the next one faster - from cash, to profit, to planning, to numbers that stand up to a buyer.
As we dig deeper, each stage is worth more →
We start by freeing the cash trapped in your operations - often enough to fund everything that follows.
Now the data is clean and connected, the same foundation exposes where profit quietly leaks.
Then we point it forward, so cash and stock stop catching you out.
Until your numbers are clean enough to put in front of a board, a lender, or a buyer.
Most data consultants can build the model but can't read the P&L. Most accountants can read the P&L but can't build the model. We do both - which is why we know where to look and how to actually go and get it.
A finance and accounting background, plus the engineering to build the system. We read the P&L and the operation, and translate cleanly between them - which is the whole job.
Excel chokes around a million rows. Your business has tens of millions of transaction lines once you join stock, sales, returns, and terms. We work where the cash actually is.
Not “your inventory is high.” We tell you how much cash is trapped, in which lines, and what it's worth to free it. If we can't find it, we say so.
Bias for action. A sharp answer in days beats a perfect answer delivered after the cash crunch has already happened.
I'm Lu. I started in accounting and corporate finance before moving into data and engineering. The gap between those two worlds - what a business does, and what its numbers record - is where I've spent my career, because that gap is where the money and the clarity hide.
Operationally complex companies are sitting on answers they can't see: cash trapped in the detail, growth that's harder than it should be, decisions made on averages. The answer is usually already in their own systems. They just don't have anyone who can read the P&L and get into the data to find it.
So I built Brightmere to do both - and to hand owners something rare: numbers they can actually run the business on, and trust in front of a board, a lender, or a buyer.
Priced as an investment, not an hourly bill. If we find $200K stuck in your business, the fee pays for itself many times over.
2–3 days · fixed fee
We map what's actually in your finance and ERP systems - what's accessible, what's clean, what's missing - and scope the X-Ray precisely. Useful on its own, even if you go no further.
2–3 weeks · fixed fee
A clear findings document: where your cash is trapped, sized in pounds, ranked by impact and speed - with the specific moves to free it. Every number traced back to your own data.
What it earns into: an ongoing Cashflow Operating System retainer - a live forecast and a cadence that keeps cash visible for good.
Let's TalkNo commitment. We'll tell you honestly if we can help.
In theory, yes - and most CFOs ask exactly that. In practice, three things stop them. Bandwidth: the team is running close and board reporting, with no slack for a three-week deep-dive. Tooling: Excel chokes at SKU-level, 24-month, cross-system data - you need a real database. And the data engineering: joining ERP, billing, and inventory into one clean transaction layer is where most internal projects die. We show up, do all three, and get to an answer in weeks.
For ongoing operations, often yes - and we're not a replacement for that relationship. But when the answer lives below the averages - which 20 customers drove last quarter's margin move, including freight, returns, and the cost of slow payment - most fractional CFOs hit a tooling wall. We're the answer engine for the moments the question gets too granular for a spreadsheet.
Sometimes you do need more headroom. But borrowing to cover cash that's trapped in your own operations is the expensive way - you're paying interest to a lender for money you've already earned. We find that cash first. Often it's enough that the facility conversation changes entirely.
Most is. That's exactly why Stage 1 exists - we map what's actually usable before committing to scope. You'd be surprised: basic finance and inventory data usually has more than enough signal to find trapped cash. We work with what you have, not what you wish you had.
No. We plug into whatever you're running - Sage, NetSuite, Xero, QuickBooks, your warehouse system - and read it. We make your existing investment more valuable; we don't rip it out.
Data stays in your environment - we work via secure, read-only access, not data transfers. Happy to walk through our security posture on a call before anything is connected.
30-minute call. No pitch deck. We'll ask about your business and tell you honestly if there's cash worth going after.