Resources
Financial insights for service businesses. Margins, cash flow, benchmarks, and profitability data for contractors, healthcare practices, restaurants, and more.
From the founding team's contractor analysis
Most contractors track revenue and jobs booked. Neither tells you if you are making money. These are the 8 numbers that do, ranked by how much they actually move the bottom line.
The 8 financial KPIs that actually move a contractor's bottom line, ranked by profit impact, each with its median and top-quartile benchmark.
From the founding team's contractor analysis
The margin on your bid sheet is not the margin you earn. The gap is labor burden you didn't fully load, callbacks nobody charged to the job, material that drifted after you quoted, and receivables you're financing for free.
A contractor job bid at 45% gross margin usually earns closer to 24% once labor is fully burdened, callbacks counted, material drifts, and AR is financed.
From the founding team's operator analysis
The route looks like a 50% job on the estimate. Then load the burden, the windshield time no client pays for, the equipment per crew-hour, and the off-season you still pay wages through, and the real margin is about half that.
A landscaping route quoted at 50% margin usually earns closer to 27% once burden, drive time, equipment per crew-hour, and off-season labor land.
From the founding team's operator analysis
A full schedule is not the same as a collected schedule. No-shows leave fixed-cost slots empty, denials force rework and partial write-offs, and undercoding gives away revenue you already earned. The practice looks 20% profitable and takes home closer to 10%.
A practice that looks 20% profitable often earns closer to 10% once no-shows, claim denials, and undercoding are counted. The leakage waterfall, sourced.
From the founding team's contractor analysis
Most bookkeeping is the same across industries. Contractor bookkeeping is not. Job costing, WIP, retainage, and certified payroll create a level of complexity a generalist will learn on your books, at your expense.
A generalist bookkeeper who doesn't grasp job costing, WIP, and retainage quietly costs you margin. The 5 questions that reveal a trades specialist.
From the founding team's contractor analysis
A good generalist CFO can read a P&L. A contractor CFO can tell you which jobs made money, why the profitable month left you short on cash, and which service agreements are quietly underwater. Those are different skills.
A fractional CFO who has never run trades finance gives generic advice. The 5 questions that reveal whether one actually understands how contractors make money.
From the founding team's operator analysis
Markup is not margin. A spread that looks like 34% of the bill rate can net closer to 3% once you load the full employment burden, the recruiter time to fill the req, and the cost of fronting weekly payroll while the client pays in 45 days.
A staffing spread that looks like 34% often nets closer to 3% after employment burden, recruiter time, and financing net-30 terms. The full teardown.
Benchmarks
Pittsburgh's median building was built in 1917. Austin's in 1999. That 82-year gap is the single best structural predictor of whether your metro is a replacement market or a new-install market.
Pittsburgh's median building was built in 1917; Austin's in 1999. Building-stock age is the best structural predictor of trade demand, replacement belt vs. new-install belt, by metro.
Benchmarks
577,373 contractors, $7.5T in permit value. The top 0.7% control 32% of the market. The permit-volume threshold where a contractor actually needs a CFO is more specific than you think.
577,373 contractors, $7.5T in permit value. 0.7% control 32% of it. The permit-volume threshold where a bookkeeper stops being enough, and why it's complexity, not deal size.
Benchmarks
You think you have thousands of competitors. For a $10M contractor, the real number in any single metro is fewer than 400, and only a handful actually compete for your jobs.
2.3M specialty-trade contractors, but only 0.6% clear $10M. Real competitor density by metro and revenue tier, your true rivals number in the hundreds, not thousands.
Cash Flow
Roofing permits spike 46% in a single month, then the cash crunch hits. The busiest month on the calendar is the one that quietly drains contractor cash the fastest.
Roofing permits spike +45.8% above average in October, then collapse into winter. Why every trade's Q4 revenue peak funds a Q1 cash crunch, and how to plan for it.
Level playbook
If your team cannot give you a credible 13-week cash forecast, the problem is usually not the forecast template.
A 13-week cash forecast exposes whether field status, billing, AR, AP, payroll, backlog, and accounting data actually tie.
Level data-layer playbook
An inbox is not a messy workaround if the sender, file, columns, and reconciliation checks are controlled.
An inbox can be a controlled finance data pipeline when reports, senders, columns, timing, and reconciliation are designed.
Level data-layer playbook
The API is not the data layer. It is one witness in a room full of witnesses.
APIs matter, but service-business finance automation still needs exports, PDFs, inboxes, browser workflows, and reconciliation.
Level data-layer playbook
The button exists. The API does not. That is not the end of automation anymore.
When old software has the export button but no clean endpoint, approved browser agents can automate real back-office workflows.
Level system reality check
BuildOps can be the field operating system. It still does not make the close automatic.
BuildOps can run the field workflow. Finance still needs a reconciled layer across jobs, invoices, customers, exports, PDFs, and accounting.
Level document playbook
The invoice object tells you what was billed. The PDF often explains whether cash will arrive.
Invoice APIs show what was billed. PDFs, backup, portal proof, and customer rules explain whether that invoice will turn into cash.
Level data-layer thesis
Extraction is not the moat. Reconciliation is.
Data extraction is getting cheaper. The durable finance advantage is deciding which source wins when field, accounting, payroll, PDFs, and exports disagree.
Drop your info and we’ll show where your team’s time is turning into margin, where it is getting wasted, and where cash is trapped in open jobs. Free audit included.
No commitment. Real numbers, not generic advice.