Finance Operations Automation: A Global Luxury Apparel Manufacturer Case Study

For Shared Services and Global Business Services leaders, this implementation highlights an important principle: finance automation should be designed around the operating model, not just individual tasks.

Multi-entity finance environments often contain the same process repeated across different companies, countries, plants, and systems. When those processes are predictable, repetitive, and high-volume, they create strong opportunities for automation.

1. Start with processes that repeat across entities

Material Ledger Closing is a strong example. The same fundamental sequence had to be performed across dozens of plants and company codes. Instead of treating each entity as a separate process, automation can create a standardized workflow that operates across the network.

2. Use the right technology for the right work

RPA and IDP solve different problems. RPA is effective for structured, repetitive system interactions. IDP is useful when finance teams need to extract information from documents before a transaction can be processed. Combining the two creates a broader automation capability than relying on either technology alone.

3. Design exception handling from the beginning

Finance automation cannot assume that every transaction will succeed. The MLC implementation demonstrates the importance of structured exception handling. When something fails, the automation should identify the failed step, alert the appropriate team, and resume where possible rather than forcing employees to restart the entire workflow.

4. Measure capacity, not only cost

GBS leaders should measure more than headcount reduction. Metrics such as hours recovered, cycle-time reduction, accuracy, transaction volumes handled, and additional entities supported provide a more complete picture of automation value.

The broader finance shared services model increasingly depends on creating scalable processes that can support business growth without adding equivalent administrative complexity.

5.Build for scale

A multi-entity automation should make adding another entity or plant relatively straightforward. Configuration-driven automation, standardized workflows, and ERP integration can allow GBS organizations to expand automation without rebuilding every process from scratch. This creates an operating model where finance automation becomes a platform for continuous improvement rather than a collection of disconnected bots.