Feeds arrive late, in every format
Bank statements as PDFs, subledger exports, intercompany balances buried in an email. Day one of the close is spent just gathering what is needed to start.
Industries / Finance
The close is not slow. It is just manual.
A month-end close is not slow because the controller is slow. It waits on feeds that arrive late and in every format, then gets reconciled by hand across a dozen spreadsheets and re-keyed into every report. OrgWorkspace runs the close as one durable workflow that collects, reconciles and explains every number.
6 days to 1 day
Month-end close
83% less
Reconciled by hand
Every variance
Explained at source
WorkspaceClose · Mar FY26
- Pull every ledger feedCode
- Reconcile nine systemsCode
- Explain each varianceAI
- Review the consolidationAI
- Route for sign-offCode
- Publish the board packCode
1 system · 1 decisionEvery step timestamped
01 The reality today
A close spends its life being re-keyed.
Cycle time is not a controller performance problem. It is a structural one. The close waits on external feeds, moves through siloed spreadsheets, and accumulates error at every handoff. The people are capable. The process guarantees the grind.
Spreadsheet sprawl, one broken formula
The tie-out lives across a dozen linked spreadsheets; a single broken reference throws the whole close. Reconciliation alone is 30–40% of the work.
No record of why a number moved
Every variance needs a story, rebuilt from memory and scattered notes, because nothing captured the reason when the number actually changed.
The close lives in one person's head
Final figures are re-typed into the board pack, the lender report and the forecast. When the controller is out, the close goes with them.
The audit implication. A manual close is also a control-evidence problem. Gaps surface as audit findings, late filings and, at worst, restatement. Every spreadsheet handoff is a control nobody can prove ran.
02 A day in the life
Same close. Watch it untangle.
David's month-end close, before OrgWorkspace and after. Press solve, and watch six days of spreadsheet reconciliation collapse into one durable workflow.
David R.Financial ControllerClose · March FY26Day 6 of 6→Day 1 of 6
1
Collect · Step 1 of 6
Before
The numbers arrive late, in every format
Bank statements as PDFs. Subledgers as exports. Intercompany balances in an email. David spends day one just gathering what he needs to start.
After
Every feed, pulled on schedule
Workspace pulls bank statements, subledgers and intercompany balances from every system the moment the period closes. No chasing. No formats to wrangle.
03 The architecture
Two kinds of agent. One durable workflow.
Most "AI finance" tools hand everything to a language model and inherit drift, unpredictable cost, and no audit trail. OrgWorkspace splits the work between two kinds of agent: one for the routine, one for the judgment.
Deterministic agents
The routine, handled in code.
Reconciliation matching rules, chart-of-accounts mapping, consolidation logic, recurring-accrual checklists, control checks and close-deadline timers. Same input, same output, every period. No drift, no token cost, fully unit-testable.
- General ledger matched to the bank on rules, not a prompt
- Chart-of-accounts mapping applied identically every period
- Recurring accruals enforced from a checklist that cannot silently skip
- Close tasks and filing deadlines tracked without a diary
Probabilistic agents
Judgment, applied where it counts.
Reading a messy bank-statement PDF, interpreting an intercompany email, drafting variance commentary, flagging a number that does not fit the prior-period pattern. AI is used only where judgment is genuinely needed.
- Bank statements and exports read whatever the format they arrive in
- Variance commentary drafted from the underlying transactions
- Anomalies flagged against prior-period patterns, with a rationale on record
- Unstructured inputs interpreted, never blindly re-keyed
The durable workflow is the difference.
The close is one long-running workflow. It waits for a feed that lands late without consuming compute, survives server restarts and deploys, and resumes at the exact step it paused on. Most "AI finance" tools are scripts that break the moment a step waits or fails. Durable orchestration is not a feature. It is the foundation. Code handles the routine. AI runs where judgment is needed.
04 In the workflow
Where the days come back.
Three workflows that account for the majority of close cycle-time loss. Each one runs deterministic and probabilistic agents in sequence, on a durable substrate that does not quit when a step waits.
Account reconciliations, tied out in minutes
Before
The general ledger is matched to the bank line by line, across eleven linked spreadsheets. A single broken reference throws the whole tie-out. The break is found on day three, by hand.
After
Every account is matched automatically. Workspace shows David a clean tie-out, or the exact lines that do not agree, with the supporting detail already attached. Minutes, not days.
Consolidation and intercompany eliminations
Before
Three subsidiaries, three charts of accounts, each kept slightly differently. Mapping them into one consolidated view is manual every month, and intercompany balances are chased over email.
After
The mapping is defined once. Workspace consolidates all three entities the same way every period and runs the intercompany eliminations automatically. The consolidation is identical, and explainable, every close.
Variance analysis and commentary
Before
Every material movement needs a story. David rebuilds each explanation from memory and scattered notes at 9pm, because nothing recorded why the number changed.
After
Workspace drafts the explanation for each material variance, grounded in the underlying transactions. David edits the narrative and signs off. He reviews the story; he does not reconstruct it.
05 Audit and compliance
The audit trail is the product.
For most finance leaders, AI in regulated financial reporting is a control risk. Here it is the reverse. Every entry, every adjustment, every approval is timestamped and replayable months later. The audit trail is not bolted on. It is produced by the close itself.
Agentic AI without durable, auditable orchestration is operationally dangerous in regulated financial reporting. OrgWorkspace is the orchestration.
Full close replay
An auditor gets a complete, chronological close file on demand. Every entry, adjustment, reconciliation and approval, timestamped. Not a scramble through email threads and spreadsheet versions.
SOX controls you can prove
Each control is executed and logged by the workflow itself. The evidence is produced as the close runs, not assembled the week before the audit.
Segregation of duties
Preparer, reviewer and approver are enforced by the workflow. No one signs off their own entry, and the separation is on the record.
Deadline and filing compliance
Period-close, lender-covenant and statutory-filing deadlines are tracked and met automatically. No diary. No exception.
06 The economics
You do not need a pilot to do this math.
OrgWorkspace makes no claim to have run your close, or anyone else's, on this page. What follows is industry data — the published shape of the month-end close. Hold it against your own close, your own headcount, your own audit.
The pattern is consistent across surveys: the close is long, the reconciliation work inside it is overwhelmingly manual, and the error rate of that manual work is high. Automating the routine is where finance teams report the return.
5–10 days
the typical month-end close
Published close surveys
30–40%
of the close is manual reconciliation
Finance-operations research
300–500%
reported ROI on finance automation
Automation case studies
Industry benchmarks drawn from published month-end-close surveys and finance-automation studies. Directional figures, not a guarantee of results.
The close stops living in one person's head, and starts living in one file the whole team — and the auditor — can trust.
Start the conversation
Bring us your hardest close.
A 30-minute discovery call. Bring your slowest reconciliation, your messiest consolidation, or the variance review your team dreads most. We will walk through exactly how OrgWorkspace runs it. A scoped pilot, benchmarked in under 30 days.