Key takeaways
- We cut our monthly close cycle by roughly 20% — not with one big system change, but by removing several small, repeated sources of delay.
- The biggest single gain came from moving recurring, rules-based journals and reconciliation prep out of manual hands.
- Speed only counted once we confirmed reconciliation quality and review depth had not been traded away for it.
- The technical checklist version of this is in the separate Month-End Close Checklist insight; this post is the story of what we actually changed, in what order.
One line in my experience summary says we "introduced automation and reduced the monthly close cycle by 20%." That sentence hides a year of unglamorous, incremental changes across a multi-entity group structure — group consolidation, statutory compliance, SAP FI/CO and Tally ERP running side by side. This is the version of that story with the actual steps in it.
Where we actually started
Before anything changed, the close worked, but it worked by brute force: several people doing repetitive extraction and formatting tasks by hand every month, reconciliations that were technically complete but took disproportionate time to prepare, and a review process that often started late simply because the inputs it depended on arrived late. Nothing was fundamentally broken. It was slow because too much of the calendar was spent on tasks that did not require judgment.
The first move: separate judgment tasks from pattern tasks
Before touching any tooling, we went through the close checklist and tagged every task as either judgment-based (an estimate, a review, an approval) or pattern-based (the same mechanical steps every month, on different numbers). That single exercise was more useful than any system change, because it told us exactly where automation would actually help and where it would be dangerous to apply it.
Where automation actually delivered the time savings
The largest gains came from three specific changes: standardizing and automating recurring journal entries that did not need to be rebuilt from scratch every month; building templates that pulled data directly from SAP FI/CO and Tally ERP into a consistent reconciliation format, instead of everyone reformatting exports by hand; and creating a simple status dashboard so the close coordinator could see which entities and tasks were behind schedule in real time, rather than finding out at the review meeting.
What we deliberately did not speed up
We did not compress the time allocated to analytical review, intercompany matching, or account reconciliation quality checks. If anything, giving people back time on the mechanical tasks meant reviewers had more time, not less, to look properly at the numbers that mattered. A faster close that quietly weakens review is not a win; it is a different, harder-to-see problem.
How we rolled it out without breaking the close
- Piloted the new recurring-journal templates on one entity for two cycles before extending them group-wide.
- Kept the old manual process available as a fallback for the first two months, so no one was forced to trust a new template with no safety net.
- Measured cycle time by task and by entity, not only the final group close date, so we could see exactly where time was actually being saved.
- Reviewed every post-close adjustment during the transition period specifically to check whether the new templates had introduced any new type of error.
What I'd tell a finance manager starting this now
Start with the task-classification exercise before you buy or build anything. Most finance teams already know, informally, which parts of their close are mechanical and which need judgment — writing it down and acting on it is usually more valuable than the tool you eventually pick. For the structured, checklist version of the framework this project came out of, see the Month-End Close Checklist insight.
Written by Liakat Hossain
Finance and accounts professional with experience in FP&A, SAP FICO, Power BI, internal control, reporting, audit, tax, VAT and export-oriented business operations.
This is an original blog post written by Liakat Hossain, drawing on his own professional and personal experience. It is a personal reflection, not regulatory, tax, legal or investment advice; verify any technical or professional point against current standards before relying on it.