# Case Study: Enhancing Process Efficiency through Automation in an IT Multinational Company

**Category:** Case Study
**Author:** Boglárka Paczari-Horváth (https://bogihorvath.com/about/)
**Canonical URL:** https://bogihorvath.com/blog/automation-efficiency/

> Serving as a Management Information (MI) Lead at a major IT multinational, I led a transformation initiative focused on improving business processes. The core mission involved analyzing data to identify automation opportunities.


## Introduction

Serving as a Management Information (MI) Lead at a major IT multinational, I led a transformation initiative focused on improving business processes. The core mission involved analyzing data to identify automation opportunities, particularly targeting a bottleneck affecting operations teams.

## Identifying the Problem

Initial Observations:

A 10-person team responsible for ticket quality reviews faced significant constraints. The manual process permitted evaluation of only 10-30 tickets per week, limiting data reliability. Weekly reports weren't effectively utilized during performance discussions, creating a disconnect between analysis and action.

Deep-Dive Analysis:

Investigation revealed multiple weaknesses:

- Manual processes restricted sample sizes and accuracy
- The team tracked 10 different quality metrics, creating unnecessary complexity
- No feedback loop existed to drive improvements based on findings

## Developing the Solution

Building the Business Case:

Collaboration with assigned data analysts revealed that 8 out of the 10 metrics could be automated. The team employed Deming Cycle and lean management principles to guide implementation.

Key Implementation Steps:

- Validated metrics reliability
- Automated manual tasks to expand sample sizes
- Generated comprehensive reports integrated into operational performance discussions
- Freed up resources equivalent to 10 FTEs

## Results and Impact

- Enhanced data accuracy through larger sample sizes
- Increased operational efficiency
- Established effective feedback mechanisms for performance improvements

## Lessons Learned

- Data-driven decision-making should precede action
- Use structured observation methods (DILO/WILO) when data gaps exist
- Engage stakeholders to ensure alignment and feasibility
- Apply continuous improvement frameworks like Deming Cycle

## Conclusion

The successful automation initiative demonstrated how strategic process improvements, grounded in collaborative problem-solving and data analysis, drive organizational efficiency and support business objectives.


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*This is an LLM-friendly plain-text mirror of [the HTML article](https://bogihorvath.com/blog/automation-efficiency/). Written by Boglárka Paczari-Horváth, Senior Business Analyst & Digital Transformation Lead. Contact: horvath.boglarka@hotmail.com | https://www.linkedin.com/in/boglarka-paczari-horvath/*