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Guides & How-To

How to Cut Your Close Cycle in Half with AI-Native Software

Reducing financial close cycle time with AI
CategoryGuides & How-To
PublishedApr 6, 2026
AuthorTeam Arvexi
Reading time3 min

A practical guide to reducing your financial close from 10-15 days to 5-7 days. Identify the bottlenecks, automate them with AI, and give your team time back.

The average mid-market company takes 10 to 15 business days to close their books. Fortune 500 companies often take longer. Most of that time is not spent on accounting judgment. It is spent on waiting, chasing, and rework.

Cutting your close cycle in half is not a theoretical exercise. It requires identifying the specific bottlenecks in your process, then systematically automating each one.

Step 1: Map your actual close timeline

Before optimizing anything, document where time actually goes. Most controllers discover that their close follows this pattern:

  • Days 1-3: Waiting for sub-ledger data, bank statements, and intercompany confirmations to arrive
  • Days 4-7: Account reconciliation across all entities
  • Days 8-10: Journal entries, adjustments, and manager review
  • Days 11-13: Consolidation, currency translation, and elimination entries
  • Days 14-15: Final review, flux analysis, and reporting package assembly

The bottleneck is rarely one step. It is the sequential dependency chain. Reconciliation cannot start until data arrives. Adjustments cannot post until reconciliations are reviewed. Consolidation cannot run until all entities are closed.

Step 2: Eliminate the data waiting game

The first three days of most close cycles are wasted on data collection. Teams send emails asking for bank statements, wait for AP to finish posting, and manually pull reports from sub-ledgers.

Automate data ingestion. Connect your bank feeds, ERP exports, and sub-ledger systems so data flows into your close platform automatically. Arvexi's data integration supports direct ERP connections and scheduled imports, eliminating the back-and-forth.

Target: reduce Days 1-3 to Day 1 or eliminate them entirely.

Step 3: Parallelize account reconciliation

Most teams reconcile accounts sequentially because they have a limited number of people who know how to do it. Three accountants working through 200 accounts creates a multi-day queue.

AI changes the constraint. Arvexi's Cortex AI reconciles accounts in parallel, handling matching, investigation, and work paper generation autonomously. Your team reviews completed reconciliations instead of performing them.

A process that took four days with a three-person team now takes one day with AI doing the work and the same team reviewing results.

Target: reduce Days 4-7 to Day 2-3.

Accelerated close timeline with AI

1

Day 1

Automated data ingestion from ERP, banks, and sub-ledgers

2

Day 2-3

AI reconciles all accounts in parallel; team reviews exceptions

3

Day 4

Cortex proposes adjustments; controller approves journal entries

4

Day 5-6

Automated consolidation with IC elimination and currency translation

5

Day 7

Final review, certification, and reporting package

Step 4: Let AI propose adjustments

After reconciliation, accountants draft journal entries for adjustments, accruals, and reclassifications. This is another sequential bottleneck: the accountant who reconciled the account writes the entry, then a reviewer approves it.

Arvexi's AI proposes adjustments as part of the reconciliation process. When Cortex identifies a variance that requires an adjustment, it drafts the journal entry with supporting documentation. The controller reviews and approves with one click.

Target: reduce Days 8-10 to Day 4.

Step 5: Automate consolidation

Multi-entity consolidation is where close cycles balloon. Currency translation, intercompany elimination, minority interest calculations, and consolidation journal entries are technically complex and error-prone when done manually.

Arvexi automates the entire consolidation workflow. Once entity-level closes are certified, consolidation runs automatically: translating balances, eliminating intercompany transactions, and producing consolidated trial balances.

Target: reduce Days 11-13 to Day 5-6.

Step 6: Continuous close, not month-end crunch

The ultimate goal is not a faster batch process at month-end. It is a continuous close where most of the work happens throughout the month.

When bank reconciliation runs daily instead of monthly, when sub-ledger data flows in real-time, and when AI investigates variances as they occur, the month-end close becomes a review and certification exercise rather than a scramble.

Teams running Arvexi's continuous reconciliation find that by the time the period ends, 80% of accounts are already reconciled and ready for review.

What a 7-day close looks like in practice

Here is the realistic timeline for a 12-entity organization running Arvexi:

  • Day 1: Period closes in source systems. Data flows into Arvexi automatically. Cortex begins reconciling the 20% of accounts not yet matched from continuous processing.
  • Day 2-3: All accounts reconciled. Team reviews exceptions and AI-proposed adjustments. Entity controllers certify their books.
  • Day 4-5: Consolidation runs. IC eliminations and currency translations are automated. Finance reviews consolidated balances.
  • Day 6-7: Flux analysis, reporting package, and final certification.

No late nights. No weekend work. No scrambling for missing bank statements.

The compounding effect

Faster close cycles compound. A 7-day close gives your FP&A team an extra week of analysis time. Better analysis leads to better decisions. Better decisions compound into real financial outcomes.

The close is not just an accounting exercise. It is the foundation of everything your finance organization does. Make it faster, and everything downstream improves.

See how Arvexi accelerates the close.

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