It's workday four. The work-in-progress (WIP) review is tomorrow, job cost still disagrees with the general ledger (GL) on two projects, and a project manager hasn't confirmed cost-to-complete on the third. Accounting spends the morning rebuilding reconciliation spreadsheets instead of reviewing the numbers that matter, and the controller signs off late again.
Month end close automation uses rules-based workflows and AI agents to handle the repeatable preparation in the close. They match transactions, flag variances, stage recurring journal entries and draft reports, so controllers review exceptions and approve entries without recreating every schedule. Automation cannot make unreliable project inputs trustworthy, which is why job cost tracking discipline still comes first.
This guide follows the close checklist one step at a time, from reconciliations through accruals and adjustments to WIP and financial reporting. Each step shows what automation takes off the team's plate and what still needs a controller's review before the period locks.
Why Month End Close Runs Late on Construction Jobs
Most late closes trace back to one of three handoffs.
Transaction data: Bank activity, subledgers and job cost use different formats and coding, so matching starts with cleanup. KPMG describes the traditional close as disconnected spreadsheets and endless reconciliation.
Entry preparation: Recurring accruals, depreciation and prepaid amortization get rebuilt in spreadsheets each month, and an outdated reference carries forward with them.
Project approvals: Accounting waits on project managers for change order status, cost-to-complete and invoice confirmation, and the request lives in an email thread with no owner.
Fix the handoff before automating it. Clean accounts payable coding by job removes more reconciliation exceptions than any matching rule.
Build the Close Checklist Before You Automate It
Assign every close task an owner, a due date and a reviewer, and record which bank, subledger, GL and project records it depends on. Standardize account and cost codes before building matching rules. Deloitte describes the close moving from a manual task to an automated, continuous cycle, and financial close automation only works once each task has an owner and a defined source.
Close step | What automation takes off | What the controller still reviews |
|---|---|---|
Reconciliations | Matching bank, subledger, intercompany and job cost lines | Unmatched items, timing differences, proposed corrections |
Accruals | Gathering commitments and evidence, proposing candidate entries | Period, amount, support and accounting treatment |
Adjustments and journal entries | Drafting recurring entries from templates and routing them | Coding, assumptions and every non-routine entry |
Reporting | Assembling draft statements and variance commentary | WIP inputs, cost-to-complete and final sign-off |
The Month End Close Automation Checklist
Run the four steps in order, because each one depends on the balances confirmed in the step before it.
Reconcile Bank, Subledger and Intercompany Balances
Automation matches bank activity to ledger entries, ties subledger totals to the GL and compares intercompany balances between entities. Include a job-cost-to-GL reconciliation so project reporting and accounting use the same costs. Rules handle exact matches, and AI-driven matching can propose candidates when dates or references differ.
The Journal of Accountancy describes automation that imports subledger data and starts by reconciling intercompany transactions and identifying discrepancies. Unmatched items stay in a review queue. The controller confirms both sides of an intercompany difference before any consolidation adjustment, and checks vendor balances against payment records when payments and invoices disagree. Matching only works as well as the coding behind it, so expect exceptions to spike in the first months.
Prepare Accruals From Project Commitments
An AI agent for month end accruals gathers purchase orders, subcontracts, delivery evidence and available invoices, then proposes candidate accruals with the supporting rationale attached. Separate recurring accruals from items that need a project manager's confirmation.
Pending change orders and missing invoices need judgment. A change order request that hasn't been approved may or may not belong in the period, and subcontractor billing evidence from progress payment verification shows what work was actually completed. Before approval, the controller verifies period, amount, support and treatment. Track unresolved items by project, so a missing field input stays visible instead of disappearing into a draft journal.
Draft Adjustments and Route Journal Entries
Templates prepare depreciation, prepaid amortization, recurring entries and foreign exchange adjustments, populate account codes, cost centers and rates, then route each draft to the right approver. Keep the calculation and source evidence attached to the entry.
Coding, assumptions and every non-routine adjustment still go to the controller for review. Prior-period logic needs a fresh look whenever a contract or accounting assumption changes, because a template repeats last month's error just as faithfully as last month's correct entry. Before closing the period, confirm that approved entries posted and none remain pending, and record who prepared, reviewed and approved each one.
Assemble Reports and Review WIP
Automated financial reporting assembles draft statements and variance commentary once reconciliations and entries are complete. The close checklist holds report preparation until its dependencies are done, and project financial reports can draw on the same confirmed balances.
Project managers and the controller still review WIP inputs, cost-to-complete estimates and the explanation behind each change in project performance. Validate report totals against the GL and check the narrative before release. Automated logging records what happened, and a person still confirms that each control actually operated.
Measure Whether the Close Actually Improved
Set a baseline from the last three closes before changing anything. Then track four numbers each month:
Close cycle time: Workdays from period end to controller sign-off.
Reconciliation exceptions: Unmatched items left after automated matching, split by account and project.
Manual journal volume: Entries still built by hand once templates are in place.
Late adjustments: Entries posted after the reporting draft went out.
A shorter calendar only counts as progress when exceptions and late adjustments fall with it. Expect the first two or three closes to run slower while coding rules and templates settle, and judge the change on the trend after that.
Datagrid for Construction Close Evidence
Most close delays on construction jobs come from project-side questions. Datagrid's AI agents can investigate those questions, while journal posting, statement preparation and approvals stay in your accounting system.
Cost variance evidence: The Fast AI Search Agent can search connected spreadsheets, project files and databases for the information behind a variance. Review the source material before acting, since search shortens evidence gathering without confirming that an invoice posted in the right period.
Change order exposure: The Change Order Agent can check a change against project files to surface scope, cost and schedule impacts. Use the findings to focus the conversation with the project manager. The approved amount and timing of any accrual remain accounting decisions.
Audit evidence: Datagrid's Audit Agent can check project files against audit requirements and flag missing evidence, so accounting can request it before the review deadline. A completed check does not certify the financial statements.
Contract and field context: A construction contract review answers disputed-scope questions, and structured site daily logs give accounting context on field activity behind a cost.
Connected sources: Datagrid connects to Procore, Sage Intacct and Oracle NetSuite, among other systems. Confirm which objects, fields and refresh timing your close depends on, because an available integration doesn't mean every field syncs.
Get Started With Datagrid on Your Next Close
Datagrid's AI agents can gather and cross-check the project evidence behind the cost questions that hold up the close.
Variance research: Agents can search project files and connected spreadsheets for the records behind an unexplained cost.
Change order review: The Change Order Agent can flag scope, cost and schedule exposure before the WIP meeting.
Accrual support: Agents can assemble commitments, delivery evidence and invoices so each candidate accrual arrives with its rationale.
Audit readiness: Agents can check project files against audit requirements and flag missing evidence before the review deadline.
Your controller keeps every accounting judgment, journal approval and reporting sign-off. Get started with Datagrid by taking one unresolved project-cost question from last month's close and tracing it to its source records.
Frequently Asked Questions About Month End Close Automation
What Is Month End Close Automation?
Month end close automation uses rules and AI agents to handle repeatable close preparation, such as transaction matching, variance flags, recurring journal entries and draft reports. Controllers still review exceptions and approve entries.
Can an AI Agent Prepare Month End Accruals?
An AI agent can gather commitments and supporting evidence and propose candidate accruals with a rationale. The controller verifies period, amount and treatment before anything posts.
Does Financial Close Automation Remove Cut-Off Checks?
Financial close automation moves matching and entry preparation earlier in the month, and cut-off checks stay in place. Late postings, period-end accruals and project estimates still need a person to confirm them before the books close.
