Run your data operations on a single, unified platform.

  • Easy setup, no data storage required
  • Free forever for core features
  • Simple expansion with additional credits
cross-icon
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
Join our newsletter
Subscribe
27 000+ people already joined
Resources
January 29, 2026
Updated on
30 min read

The Month-End Close That Never Ends (Until Now)

No items found.
Download for Free
First name *
Last name *
Business email *
Phone number *
By submitting this contact form you are asking Keboola Czech s.r.o. to get in touch with you and you agree with Privacy policy.
Fields marked with * are mandatory
Oops! Something went wrong while submitting the form. Try it again please.

It's 9 PM on Day 5 of the month-end close. Your controller is still at their desk, squinting at the intercompany reconciliation spreadsheet that refuses to balance. The German subsidiary's numbers came in late (again). The currency conversion formulas broke when someone accidentally sorted column B. And tomorrow morning, the CFO needs consolidated financials for the board meeting.

The average multi-entity company takes 10-15 days to close their books, with finance teams spending 60-70% of that time on data wrangling and reconciliation, not analysis.

The Consolidation Tax

Financial consolidation is the most expensive, low-value activity finance teams perform. Talented controllers who could be analyzing trends and advising on strategy are instead:

  • Chasing subsidiaries for month-end numbers
  • Manually mapping different charts of accounts to group taxonomy
  • Reconciling intercompany transactions that mysteriously don't match
  • Copy-pasting between spreadsheets and hoping nothing breaks
  • Recalculating currency conversions when exchange rates update
  • Triple-checking eliminations because last time you missed one

72% of companies report significant effort wasted on intercompany mismatch resolution alone—just finding why Entity A's sale to Entity B doesn't match Entity B's purchase from Entity A.

Why This Gets Worse

You acquired that company last year. Great for growth, terrible for consolidation. Now you're dealing with their SAP instance configured completely differently from your Oracle system.

You expanded into new markets. Wonderful for revenue, nightmarish for currency conversions and local GAAP reconciliation.

Your business complexity increased. More products, more segments, more transfer pricing, more joint ventures. Each adds another consolidation layer.

Meanwhile, your board wants results faster, investors expect real-time insights, and auditors demand perfect documentation. But your process is still built on Excel from 2015.

The Real Costs Nobody Calculates

The Hard Costs: If your finance team spends 10 days per month on close with 5 people averaging $100K salary, that's roughly $200K annually in labor. Add audit verification hours (because Excel has no audit trail), and you're over $250K.

The Opportunity Cost: Every day your close takes is a day you're making decisions on stale data. Every hour reconciling is an hour not analyzing. When your CEO asks "Can we afford this acquisition?" on Day 3 of the close, you can't give confident answers because you don't have current consolidated financials yet.

The Stress Tax: Month-end close is when finance teams burn out. The late nights, the weekend work, the stress of knowing one mistake could mean redoing everything.

Key Consolidation Metrics

Days to Close (DTC)

  • Calendar days from period end to final consolidated financials approved
  • Owner: Controller/VP Finance | Refresh: Monthly
  • Baseline: 10-15 days average; best-in-class achieve 3-5 days
  • Target: <5 days for companies with <20 entities

Consolidation Labor Hours

  • Total FTE hours on data gathering, mapping, reconciliation, eliminations
  • Owner: Finance Ops Manager | Refresh: Monthly
  • Baseline: 200-400 hours/month for mid-sized groups (5-20 entities)
  • Target: <100 hours/month with automation

Intercompany Reconciliation Time

  • Hours spent resolving intercompany transaction mismatches
  • Owner: Consolidation Manager | Refresh: Monthly
  • Baseline: 40-80 hours/month; 72% report significant effort
  • Target: <5 hours/month with automated matching

Consolidation Error Rate

  • Material errors or restatements required post-close ÷ total entries
  • Owner: Controller | Refresh: Monthly
  • Baseline: 3-8% with manual processes
  • Target: <1% with automation

Finance Strategic Time %

  • % of hours on analysis/forecasting/advisory vs. data processing
  • Owner: CFO | Refresh: Quarterly
  • Baseline: 30-40% strategic (60-70% on data wrangling)
  • Target: 60-70% strategic after automation

Methodology

Track month-over-month using finance system time logs. Baselines from industry benchmarking studies. Calculate ROI by multiplying hours saved by blended finance hourly rates plus error cost avoidance.

What Modern Consolidation Looks Like

It's 10 AM on Day 1 after month-end. Your subsidiaries' data flowed in automatically overnight. Currency conversions: done. Intercompany eliminations: matched. Minority interests: calculated. Consolidated statements: ready.

Your team spent the morning on variance analysis, not chasing data. When you walk into the executive meeting that afternoon, you're bringing insights about what changed and why.

How Keboola Transforms the Close

Automated Consolidation in Minutes: Integrates all entity data regardless of ERP, handles currency conversion, intercompany eliminations, and minority interest calculations automatically. One holding company cut their close from 5 days to 2 hours.

Single Source of Truth: Centralized data model harmonizes different ERP outputs into consistent structure, eliminating "multiple versions of truth."

Audit-Ready by Design: Every step is logged and transparent with clear audit trail from financials back to source transactions. One customer reported errors dropping below 1% with "much smoother" audit reviews.

Faster Decision Cycles: Finance teams close 58% faster on average. Leadership gets timely reports and makes strategic decisions sooner.

What This Requires

2-3 Month Implementation: Pre-built connectors deliver initial consolidated reports within weeks. Most achieve fully automated close in 2-3 months.

Chart of Accounts Mapping: Map each entity's accounts to unified group taxonomy once. Local codes preserved for detail, aligned to group definitions for consolidation.

Change Management: Your team shifts from manual consolidation to governing automation and analyzing results.

The Questions That Matter

"How many days does our close take?" If you're over 5 days for a multi-entity group, you have an infrastructure problem.

"What percentage of close time is reconciliation versus analysis?" If it's more than 30%, automation would dramatically change your capacity.

"How confident are we in our consolidated numbers?" If there's anxiety about errors or missing eliminations, you need better governance.

"How often do we discover issues after reporting?" If "restatement" appears in your vocabulary, your process isn't robust enough.

One Final Thought

Financial consolidation should be invisible infrastructure that just works, not the defining event of every month. Your finance team didn't join to reconcile intercompany transactions in Excel. They joined to drive business value.

The technology exists to fix this. The question is: how many more month-end closes will your team suffer through before you do something about it?

Subscribe to our newsletter
Have our newsletter delivered to your inbox.
By subscribing to our newsletter you agree with Keboola Czech s.r.o. Privacy Policy.
green check icon
You are now subscribed to Keboola newsletter
Oops! Something went wrong while submitting the form.
Download for Free
First name *
Last name *
Business email *
Phone number *
By submitting this contact form you are asking Keboola to get in touch with you and you agree with Privacy policy.
Fields marked with * are mandatory
Oops! Something went wrong while submitting the form. Try it again please.

FAQs