Why Your Field Software Numbers Don't Match Your Accounting
From Level's proprietary contractor research
Your field software says the job made 38%. Your P&L says 24%. Both systems are working correctly. They are answering different questions, and nothing in either one tells you that.
Billing capture measured across 963 companies
The short answer
Field software and accounting disagree for three structural reasons, not because one is broken. First, roughly half of contractors move data between the two by hand: JBKnowledge's Construction Technology Report found 51% transfer data manually, and 66% of trade contractors run disconnected systems per Dodge Construction Network. Second, the two systems recognize work at different moments, so a job complete in the field is not yet revenue in accounting. Third, they measure different denominators. Measured across 963 companies the median invoices 97.1% of the hours logged to jobs and the bottom decile only 66.9%, so the hours that never became invoices exist in field software and simply never appear in accounting at all.
Key takeaways
- Roughly half of contractors move field data to accounting by hand (JBKnowledge, 51%; Dodge Construction Network, 66% running disconnected systems).
- Field service software adoption varies widely by trade: 74% in roofing, 64% in HVAC, 53% in electrical, 46% in plumbing.
- The median company invoices 97.1% of hours logged to jobs (n=963). The bottom decile invoices 66.9%.
- Median job gross margin is 44.3% across 1,747,089 completed jobs, but the bottom quartile is 28.4%. If your field software shows a tighter range than that, it is not seeing all the cost.
- The reconciliation is not a data-entry problem. It is three specific differences, each findable in an afternoon.
The two systems are not disagreeing, they are answering different questions
Your field software knows what a technician did and what was quoted. Your accounting system knows what was invoiced, what was paid, and what hit the general ledger. Those overlap, and they are not the same thing.
An owner comparing the two usually assumes one is wrong. Neither is. There are three structural differences, and once you know which one is producing your gap you can close it.
Difference 1: about half of contractors are moving the data by hand
This is the least sophisticated reason and the most common one. JBKnowledge's Construction Technology Report (2021) found 51% of contractors manually transfer data between applications, and Dodge Construction Network research reported by Electrical Contractor Magazine (2023) puts 66% of trade contractors on disconnected systems. Different populations and different years, so read them as two independent soundings rather than one number.
Manual transfer does not just risk typos. It means the two systems are only as synchronized as the last time someone did the export, so month-end comparisons are usually comparing two different moments.
Adoption of field service software itself varies more by trade than most owners expect:
| Trade | Field service software adoption | Source and year |
|---|---|---|
| Roofing | 74% | Roofing Contractor, 2026 |
| HVAC | 64% | Business Research Insights, 2026 |
| Electrical | 53% | Jonas Construction, 2021 |
| Plumbing | 46% | PHCC survey, reported by a vendor |
Read that table with the source column, not without it. These are four separate surveys with different methods and years spanning 2021 to 2026, so the differences between rows are not a clean per-trade comparison and the electrical figure in particular is five years old. What survives the caveat is the shape: adoption is far from universal in every trade, and a meaningful minority of contractors in each are still running the field on paper or spreadsheets.
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Difference 2: the hours that never became invoices
This is the one that shows up as a margin mystery, and it is measurable in your own data today.
Across 963 companies, the median invoices 97.1% of the hours logged against jobs. The bottom quartile invoices 89.2%, and the bottom decile 66.9%.
Those unbilled hours live in field software and never arrive in accounting, because they were never invoiced. So field software shows the labor cost of a job, accounting shows less revenue against it than the field expected, and the job looks less profitable in the P&L than on the dispatch board.
State the denominator whenever you use this figure: it is hours already assigned to jobs. Hours that never made it onto a job at all are not in the 97.1%, which is why that number is the optimistic view of billing discipline rather than the flattering one.
Difference 3: the two systems recognize the same work at different moments
A job marked complete in the field is not revenue until it is invoiced, and it is not cash until it is paid. Progress billing, retainage, and change orders each add another timing difference. A job that closes in field software in June can land in accounting across June, July, and August.
Across 555 completed jobs the median closeout takes 1.7 days, but the top-quartile boundary is 9.6 days. Ten days of closeout lag at month end is enough to move a job from one period to the next in accounting while field software has already banked it.
What a real reconciliation looks like
Do it on one month, not the whole year, and in this order:
- Hours. Total hours logged to jobs in field software against total hours invoiced in accounting. The difference is your billing capture gap, in hours, before anyone argues about dollars.
- Revenue. Field software revenue for jobs completed in the month against accounting revenue recognized in the month. Expect a difference. You are looking for whether it is explained by closeout timing or by missing invoices.
- Cost. Field software job cost against the GL cost for the same jobs. This is where subcontractor invoices arriving late usually surface.
- Margin. Only now compare margin. Median job gross margin is 44.3% across 1,747,089 completed jobs, with the bottom quartile at 28.4%. If your field software consistently reports a narrower spread than that across your own jobs, it is not seeing all of the cost.
The output is not a reconciled number. It is knowing which of the three differences is producing yours, which determines whether you need an integration, a billing process, or a closeout discipline.
The one that is worth fixing first
Billing capture. An integration project takes months and does not recover a single unbilled hour that already happened, while working out which hours logged last month never turned into an invoice takes an afternoon. It is not always the largest of the three in dollars; it is the fastest to measure and the only one entirely inside your control.
FAQ
Why do my field software numbers not match my accounting?
Three structural reasons rather than one system being broken. About half of contractors move the data by hand (JBKnowledge found 51% transfer manually, Dodge Construction Network found 66% on disconnected systems), the two systems recognize the same work at different moments, and they measure different denominators. The median company invoices 97.1% of logged hours, so unbilled hours exist in field software and never reach accounting at all.
What share of contractors use field service management software?
It varies more by trade than most owners expect: roughly 74% in roofing, 64% in HVAC, 53% in electrical, and 46% in plumbing, per trade-specific industry surveys. Treat those as directional rather than one measured distribution.
Do I need an integration to fix this?
Usually not first. An integration project takes months and recovers none of the hours that already went unbilled, while reconciling one month of logged hours against invoiced hours takes an afternoon and is entirely inside your control.
What is a normal job gross margin to expect in field software?
Median job gross margin is 44.3% across 1,747,089 completed jobs, with the bottom quartile at 28.4%. If your field software reports a consistently narrower spread than that, it is not seeing all of the cost.
Source and claim note: Billing capture, job gross margin, and job closeout are from the Level Index, our own analysis of contractor financial and job data. Sample sizes are 963 companies for billing capture, 1,747,089 completed jobs for job gross margin, and 555 completed jobs for closeout lag. The manual-transfer and disconnected-systems figures are JBKnowledge's Construction Technology Report and Dodge Construction Network research. The adoption percentages come from trade-specific industry surveys (Business Research Insights for HVAC, PHCC for plumbing, Jonas Construction for electrical) and are directional rather than one measured distribution.
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About the author
Sam Yang
Founder & CEO
Founder of Level, the AI operating layer for contractors and skilled trades, and the other operating businesses where scarce labor is the constraint. Ex-CFO across trades, SaaS, and service businesses. 4 years as Director of Growth Product at BuildOps, building financial tooling used by 1,000+ commercial contractors. Four years in PE and investment banking rolling up and acquiring service businesses, $2.5B in total transactions including M&A and IPOs. Stanford MBA, Brown undergrad. The Level founding team's analysis of 2,200+ contractors ($13.25B in revenue) across operating, private-equity, and CFO roles anchors the Level Index benchmark research.
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