The three-week lag between a cost overrun and someone noticing it
On most commercial construction projects, the budget-versus-actuals rhythm looks like this: subs invoice at end of month, the AP team codes and enters the invoices in the first week of the following month, the PM reviews the cost report in the second week, and by the time the executive team sees the numbers in the WIP report at the monthly meeting, the overrun happened three to six weeks ago. The pour that busted the concrete budget, the mechanical redesign that added 40 hours of labor, the trash-haul chargeback the sub disputed and then walked away from: all of it is baked into the project by the time it appears on the report. Your PM can only make excuses at that point. There is no lever left to pull.
The reason it works this way is not that construction PMs are lazy or that accounting is slow. The reason is that reconciling committed cost, cost-to-date, and forecasted cost-at-completion in real time is genuinely hard human work. Every invoice has to be tied back to a commitment. Every change order has to update the forecast. Every subcontractor pay app has to be validated against the schedule of values. Every field-directed change has to be captured before it becomes a claim. Doing this weekly, let alone daily, is a full-time job for a project accountant, and mid-sized GCs do not have one per project.
MiOpsAI's Finance chair does this work continuously. Every invoice, every pay app, every change order, every field-directed change gets ingested, coded, tied back to its commitment, and reflected in the live budget-versus-actuals view within hours of arrival, not weeks. The PM sees drift the day it happens, not at month-end. See the Command Center for the mechanics.
How the Finance chair reconciles cost in real time
Every commitment issued on a project (subcontracts, POs, direct labor allocations) gets logged in the project Hive at issue. When an invoice or pay app lands in the project inbox, LizziAI reads it, extracts the vendor, the amount, the referenced commitment, the schedule-of-values line, and the pay period. The Finance chair reconciles the invoice against the commitment (checking retainage, lien waivers, prior pay history, and the SOV line balance) and posts the reconciled entry to the live cost report. A discrepancy (invoice exceeds SOV line, invoice missing lien waiver, invoice on a commitment that is already fully drawn) is flagged for PM review before it hits the report.
Change orders work the same way. When a change order is issued, the Finance chair updates the affected SOV lines, updates the committed cost total, and re-forecasts cost-at-completion using the current burn rate. When a field-directed change is captured (via daily report, email, or PM note), the chair drafts a change order request for the affected sub and tags the estimated cost impact so the forecast is not caught flat-footed if the change turns into a formal CO later. This is the work a good project accountant does. Automating the drafting and reconciliation layer while keeping human approval on every posted entry is how you get real-time visibility without doubling the accounting headcount.
What the executive weekly rhythm looks like with real-time actuals
On projects running MiOpsAI's Finance chair, the executive rhythm shifts from monthly WIP surprise to weekly variance review. Every Monday morning, executives get a rolled-up variance report across all active jobs, generated by the Finance chair, with three sections: jobs on budget (green), jobs with actuals trending 2 to 5 percent over budget (yellow, with the specific SOV lines and probable causes), and jobs with actuals trending more than 5 percent over budget or with a significant unresolved change order (red, with the specific issues and the PM's proposed mitigation drafted for exec review).
This changes the executive conversation from forensic (why did this happen last month) to preventive (what do we do this week about the mechanical overrun on the Anderson job). It also changes what your operations meetings look like. Instead of two hours of PMs presenting last month's numbers, the numbers are already on the screen and the meeting is about decisions for this week. Most mid-sized GC operations teams we talk to report cutting their weekly ops meeting time roughly in half after moving to real-time reconciliation.
What this catches that month-end WIP does not
Month-end WIP catches the overrun after it has happened. Real-time reconciliation catches three categories of issue while they are still recoverable. First, subcontractor invoicing anomalies: subs billing ahead of physical progress, subs missing lien waivers, subs invoicing against fully-drawn commitments. Second, change order slippage: field-directed changes that never got a written CO, informal scope adds that are not backed by a signed authorization, T and M work with hours that do not tie to daily reports. Third, direct cost drift: labor hours running ahead of the SOV allocation, material cost spikes that were not reflected in the current purchase pricing, equipment rental running past the scheduled end-date.
Every one of these is fixable when caught early and expensive when caught at closeout. The typical mid-sized commercial GC leaves 1.5 to 3 percent of project margin on the table each year to slippage that a real-time reconciliation layer would catch. On a $50 million per year GC, that is $750,000 to $1.5 million in recovered margin, per year. That is the number that makes Finance chair adoption a straightforward business case. Read how LizziAI ingests documents for the reconciliation mechanics.
How this plays with your accounting system
MiOpsAI does not replace your accounting system. If you run Sage 300 CRE, Foundation, Vista, ComputerEase, or QuickBooks Contractor, that stays exactly where it is as the general ledger and the audited system of record. MiOpsAI's Finance chair operates on the project-level cost data (the SOV, the commitments, the invoices, the pay apps) and produces reconciled entries that hand off cleanly to accounting for GL posting. The reconciliation work happens in MiOpsAI. The accounting entries land in your accounting system. Two-way sync is available for the mid-market accounting systems where the API supports it.
This is important for two reasons. One, no auditor conversation about switching your general ledger. Two, no re-training your controller or your bookkeeper on a new financial platform. They keep the accounting system they know. MiOpsAI provides the reconciliation work that project accountants would otherwise be doing manually to feed the system.
What this costs and when it pays back
Growth plan is $299 per month for the base platform. Finance chair is $250 per month. Most commercial GCs add the Operations chair for another $250 per month to handle the associated submittal, SOV, and schedule tracking that plugs into the budget picture. Total ongoing cost around $800 per month for the real-time budget-versus-actuals capability. On a $10 million project running 12 months, recovering even a quarter-percent of margin ($25,000) pays for the platform five times over on a single job. On multiple concurrent jobs, the ROI compounds. See the pricing page for full plan details. Cancellation requires 60-day written notice.
Frequently asked questions
Does this replace Sage 300 CRE or Foundation?
No. Your accounting system stays as the general ledger and system of record. MiOpsAI's Finance chair produces reconciled project cost entries that hand off to accounting for GL posting. Two-way sync where the API supports it.
How does the platform handle retainage and lien waivers?
Retainage is tracked at the SOV-line and pay-period level. Lien waivers are matched to the corresponding pay app before the reconciliation is posted. Missing or expired lien waivers block the reconciled entry and route to PM review. Nothing gets posted with a missing waiver without explicit PM approval.
What about union payroll and prevailing wage?
Direct labor cost tracking is supported at the trade and prevailing-wage-classification level for federal, state, and municipal prevailing wage jobs. The Finance chair reconciles certified payroll submissions against the SOV labor allocation. Certified payroll form assembly (WH-347 for federal) is drafted by the chair for the payroll administrator to review and submit.
Can we see forecast at completion (FAC) in real time?
Yes. The Finance chair maintains a live cost-at-completion forecast using current burn rate, remaining commitments, open change orders, and estimated cost impact of field-directed changes. Executives see FAC drift the day it changes, not at month-end.
How does this handle T and M work?Time-and-materials work tickets are reconciled against daily reports, worker classifications, and equipment logs. Missing or mismatched T and M tickets are flagged for PM review before they get reconciled into the cost report. This is one of the highest-leakage cost categories on commercial projects and is a common early win for the Finance chair.How do I get started?
Growth plan is $299 per month. Finance chair is $250 per month. Most commercial GCs run Finance and Operations chairs together for $800 per month total. Request access to book a walkthrough or see the commercial construction industry page. Also see the RFI-focused page or the Procore alternative page.