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Construction finance teams need data that arrives in time to be useful.
By the time a project manager receives a cost report, two weeks of card transactions sit unreconciled in a spreadsheet. The bills are entered, eventually, but the line items are collapsed, the cost codes guessed, and the sub-account split happens at month-end when nobody can remember anymore which charges belong to which job. The number in QuickBooks is not wrong, exactly. It's just not the number they needed three weeks ago.
This is the structural problem with credit card reconciliation in construction. The charge hits the card on day one and the data reaches job costing on day thirty, if at all. Everything in between is manual work done under pressure, and manual work done under pressure is where cost codes get misallocated and margin gets lost.
Cahill Construction was managing hundreds of bills and credit card transactions per month for a portfolio of retail, restaurant, grocery, and multi-family renovation projects across North America. Their team spent six full days a month entering bills, tracking down approvals, and coding costs into QuickBooks. Credit card reconciliation alone took over four days every month.
Then, when they moved to MakersHub, reconciliation dropped to a day and a half. The 64-plus hours of data entry that had been consuming their AP process disappeared
Why construction AP breaks at scale
The credit card problem is really a data problem
In construction, credit cards are used constantly: materials runs, fuel, site supplies, tool rentals. Each transaction generates a receipt that needs to be matched to a vendor, line item, cost code, and project before it has any meaning for job costing. When that matching process happens manually at month-end, three things can go wrong.
When that matching happens manually at month-end, receipts arrive without context, so the person reconciling has to work from memory, and costs hit the job report too late to change anything.
The result is job cost reports that are technically complete but operationally useless for anything except backward-looking review.
The bottleneck of approvals without context
The standard construction AP approval flow puts the bill in front of a project manager and asks them to approve it. But approvals work when the PM can see what they're approving, like line items, quantities, vendor terms, and cost codes. When that data isn't there, or when the bill arrives as a scanned PDF with a single total, approval either stalls or gets rubber-stamped.
Neither outcome is best. A stalled approval delays payment, can strain subcontractor relationships, and puts the project schedule at risk. A rubber-stamped approval means the cost code is wrong and the job cost report is wrong, and nobody finds out until the post-mortem.
Compounding error from double entry
Cahill built their own Smartsheet-based approval system before moving to MakersHub. It did not solve the data problem. Bills still had to be entered into Smartsheet, then re-entered into QuickBooks. Every touchpoint is another opportunity for a transposition error, a misallocated cost code, or a line item that gets collapsed into a summary total that loses its job costing value.
Any process that requires the same data to be typed twice will accumulate errors proportional to volume.
Why generic AP tools are not enough for construction
Most AP automation products are designed around the assumption that a bill is a simple document: vendor name, total amount, due date. That’s it. That is enough for a services business. But it’s not enough for a construction company running 1,200-plus projects with multiple cost codes, sub-accounts, and class tracking per job.
Construction AP requires line-item extraction that captures quantity, unit price, and description, not just a total. Credit card charges need to be reconciled as transactions happen, and approval flows need to carry enough context that a project manager can actually review what they're signing off on, not just a vendor name and a total.
Generic AP tools capture the bill, but they do not solve the data problem underneath it.
What MakersHub changes for construction controllers
1. Line-item data captured from every document
MakersHub captures quantity, unit price, description, and vendor terms from every bill and receipt, not just the total. That’s huge for construction companies managing dozens of subcontractors, varied vendors, and multiple cost codes per job. The data that goes into QuickBooks reflects the true transaction, not just a collapsed summary that loses its job costing value at the point of entry.
Trey Cahill described the shift directly: "It's a complete 180. We're capturing a deeper view of project costs - quantity, price per unit, and line-item details that we never had before."
2. Credit card reconciliation in days instead of weeks
Cahill's credit card reconciliation dropped from four days per month to just one and a half. When card charges reconcile faster, cost codes are assigned while the transaction is still in context. Project managers remember what the charge was for. And the job report reflects reality faster.
3. Approvals with context built in
MakersHub routes approvals with the line-item data attached, so project managers can review costs, quantities, and codes before sign-off. Approvals that previously stalled because the context was missing now move because the context is there.
4. QuickBooks sync without double entry
Every approved bill and reconciled card charge flows directly into QuickBooks, line by line, cost code by cost code, without a second manual entry step. Cahill eliminated 64-plus hours of data entry per month by removing the step where the same data gets entered twice.
Before and after: construction AP cycle times
Problem to solution: where MakersHub directly solves construction AP pain
Problem: Credit card charges don't reconcile until month-end
How MakersHub solves it: Capture card transactions and match them to jobs as they happen. Cahill reduced monthly credit card reconciliation from four days to one and a half.
Problem: Line-item data gets lost in manual entry
How MakersHub solves it: WiseVision reads every line on every bill (quantity, unit price, description, vendor terms, etc.) and maps each one to the correct cost code and account. The line-item detail reaches QuickBooks without you needing to re-enter it.
Problem: Project managers approve without seeing the actual costs
How MakersHub solves it: Approval routes carry the full line-item context. PMs approve what they can actually review. Approval cycle times shorten because context is no longer missing.
Problem: Double entry compounds errors at volume
How MakersHub solves it: Data flows from capture to QuickBooks in one pass. Cahill's team entered the same bill into Smartsheet and then into QuickBooks before MakersHub. That step no longer exists.
Problem: Job cost reports are always behind
How MakersHub solves it: Because capture, coding, approval, and sync all happen faster, QuickBooks reflects near real-time costs. Cahill's estimators now have feedback loops that were not possible when costs arrived weeks after the work.
Construction controller checklist: what good AP looks like
- Every bill and receipt captured at the line-item level
- Cost codes assigned at the point of capture
- Credit card reconciliation completed within 48 hours of the statement period closing
- Project managers approving with line-item context
- No manual re-entry step between approval and QuickBooks
- Job cost reports reflect costs within 24-48 hours of bill receipt
- Approval status visible to finance in real time, without chasing
Job cost accuracy depends on data capture. Reports reflect whatever data feeds them, and that data is only reliable when it is captured, coded, and synced without manual re-entry introducing error at every handoff.
Frequently asked questions
What is job costing in construction?
Job costing is the process of tracking all costs like labor, materials, subcontractors, and equipment at the individual project level. Each project typically has its own budget and cost structure, and accurate job costing requires that every transaction be assigned to the right project, phase, and cost code. When AP data is slow or inaccurate, job cost reports are unreliable, which affects estimating, profitability analysis, and project management decisions.
Why is credit card reconciliation so difficult in construction?
Construction teams use credit cards for a high volume of small, frequent purchases across multiple projects. Each transaction needs a receipt, a cost code, and a project assignment before it has any job costing value. When that matching process is manual and happens at month-end, receipts are missing, context is forgotten, and cost codes get guessed. The volume and fragmentation of construction purchasing makes credit card reconciliation more complex than in most other industries.
How does AP automation improve job costing accuracy?
AP automation improves job costing accuracy by capturing line-item data from bills and receipts, not just totals, and mapping each line item to the correct cost code, account, and project automatically. When the same data no longer has to be typed into multiple systems, transcription errors drop significantly. When cost codes are assigned at capture rather than at month-end, they are assigned correctly because the transaction is still in context.
What should a construction company look for in an AP automation tool?
Construction-specific AP automation needs to handle line-item extraction, cost code mapping that reflects the company's QuickBooks structure, credit card reconciliation at a transaction level, and approval flows that give project managers enough context to review what they're approving. Generic AP tools are often designed for simpler bill structures and do not handle the granularity that construction job costing requires.