Blog | QPR Software Plc

5 Process Mining Examples That Deliver Real Business Value: AP, O2C, IT, Audit & HR

Written by Jaakko Niemi | Mar 23, 2026

Most organizations don’t lack data — they lack visibility into where value is actually created and lost. Every day, inefficiencies hide inside finance, operations, IT, and HR processes. They don’t show up in dashboards, but they impact cash flow, customer experience, and productivity at scale.

The biggest opportunities are often already there — hidden in plain sight.

This is where process mining creates real business value: by uncovering hidden inefficiencies and enabling organizations to act fast.

Here are five real-world examples that reveal where the biggest impact is created — and how.

1. Accounts Payable Process Mining Example: Eliminating Late Payments

In accounts payable, inefficiencies often remain hidden across invoice handling, approvals, and exception flows. Late payments are rarely just a finance issue — they signal deeper inefficiencies across invoice handling, approvals, and process variations.

One global organization used process mining to identify bottlenecks and non-compliant invoice flows. The result:

  • 30,000 fewer late payments per month

  • Improved supplier relationships

  • Reduced manual intervention across AP processes

Instead of reacting to issues, the organization gained full visibility into process deviations and could proactively fix root causes.

Key takeaway:


The biggest value in AP process mining is not automation alone — it's eliminating process friction that creates downstream costs. In this case, that meant 30,000 fewer late payments per month.

2. Order-to-Cash Process Mining Example: 60% Throughput Increase Without Adding Headcount

In Order-to-Cash, inefficiencies often hide in process variants, rework, and poor conformance to standard flows.

By analyzing actual process execution data — not assumptions — one organization achieved:

  • 60% increase in throughput without adding resources

  • Process conformance improved from ~40% to over 80%

  • Root causes of invoicing and collections delays identified and eliminated

Rather than optimizing individual steps, they improved the entire end-to-end flow.

Key takeaway:


Growth doesn’t always require more people — it often requires fixing how work flows.

See how end-to-end process optimization works  →

3. IT Service Management Process Mining Example: €1M Savings Through Smarter Automation

IT service organizations face constant pressure to improve service quality while reducing costs.

With process mining, one organization achieved:

  • 25% increase in touchless resolution rate, which refers to the percentage of IT tickets resolved automatically, without manual intervention

  • 1 million euros in annual savings

  • Better prioritization of automation opportunities

By understanding how tickets actually move through the system — not how they are supposed to — they could target automation where it creates the most value.

In parallel, process mining enabled the creation of a digital twin of operations, supporting large-scale transformation initiatives such as ERP migrations.

Key takeaway:


Automation delivers the most value when it is guided by real process insights — not assumptions.

4. Internal Audit & Compliance Process Mining Example: From Reactive to Continuous Control

Traditional auditing is periodic and reactive. Process mining changes this completely.
One organization used process mining to monitor processes continuously and achieved:

  • 400+ compliance rules automated

  • Real-time detection of process deviations

  • Zero compliance incidents or fines

Instead of sampling data, audit teams gained full process transparency across all transactions.

Key takeaway:

Process mining transforms audit from a reactive control function into a real-time value driver — enabling automated tracking of 400+ compliance rules with zero incidents or fines.

Read also how Wärtsilä Eliminated Audit Guesswork with Complete Data Visibility  →

5. HR & Employee Experience Process Mining Example: 90% Faster Processes and 6,200 Hours Saved Annually

HR processes are often overlooked — but they have a direct impact on employee experience and productivity.

A global organization used process mining to optimize its HR processes and achieved:

  • Median process duration: 90% reduction (8.9 days → 0.9 days)

  • Average process duration: 83% reduction (35 days → 6 days)

  • Process transactions completed 90% faster

  • 2,800 hours saved annually for People & Culture administrative employees

  • 3,400 hours saved annually for managers

  • Industry recognition, including winning a hackathonBy removing unnecessary steps and improving process flow, they made internal mobility smoother and more efficient.

Key takeaway:

In total, the organization saved 6,200 hours annually across People & Culture and management teams — time redirected to higher-value work. Better processes don’t just save time — they improve how people experience your organization.

While the use cases differ, the outcome is consistent: process mining reveals inefficiencies that directly impact cost, speed, and experience — and turns them into measurable improvements.

Beyond Individual Use Cases: Scaling Process Intelligence

While often referred to as process mining, leading organizations are increasingly moving towards process intelligence — a broader approach that combines process visibility, automation, and continuous optimization at scale.

While individual improvements are valuable, the real transformation happens when organizations scale process mining across functions.

According to the Deloitte Global Process Mining Survey 2025, 59% of organizations now expect cost savings as a primary outcome — up from 46% in 2021.

Leading companies are moving towards continuous process intelligence, where:

  • Insights are generated automatically

  • Root causes are identified instantly

  • Improvements are embedded into daily operations

This is where the platform — not just the tool — determines how fast value is created and how far process intelligence can scale.

Why QPR ProcessAnalyzer Enables Faster Value Creation

Achieving these results consistently requires more than isolated use cases or traditional process mining tools. QPR ProcessAnalyzer is a process intelligence platform that connects directly to your data warehouse and uses AI to surface process inefficiencies automatically.
QPR ProcessAnalyzer delivers value faster through:

Native Snowflake integration – analyze data directly where it resides, no heavy data movement

  • 100+ ready-made analyses – accelerate time-to-insight

  • AI-powered root cause analysis – identify issues with one click

  • Automated findings – surface improvement opportunities instantly

  • Superior TCO/ROI compared to traditional process mining solutions

This enables organizations to move from isolated use cases to enterprise-wide process intelligence — without heavy data movement or complex implementations.

Learn more about QPR ProcessAnalyzer and how it works in practice  →

Where Is Your Biggest Opportunity?

Every organization has hidden inefficiencies — in finance, operations, IT, or HR.

The question is not whether they exist.

The question is:

How quickly can you find them — and turn them into measurable business value?

Process mining provides the answer. The right platform helps you scale it.

 

 

Key insights:

  • Process mining delivers measurable ROI across finance, IT, HR, and operation

  • The biggest gains come from eliminating process friction — not just automating tasks

  • Scaling value requires a platform that connects directly to data and surfaces insights automatically


FAQ

What is process mining?
Process mining is a technique that uses event log data from IT systems to automatically discover, monitor, and improve real business processes. It shows how processes actually run — not how they are assumed to run.

What are the most common process mining use cases?
The most common use cases include Accounts Payable (AP), Order-to-Cash (O2C), IT Service Management (ITSM), Internal Audit & Compliance, and HR process optimization.

How much can process mining save in accounts payable?
Results vary, but organizations have reported eliminating tens of thousands of late payments per month and significantly reducing manual intervention through AP process mining.

What is the ROI of process mining in IT service management?
One organization achieved €1 million in annual savings and a 25% increase in touchless resolution rate by using process mining to guide automation in IT service management.

How does process mining improve HR processes?
By identifying unnecessary steps and bottlenecks, process mining can reduce HR process duration by up to 90% and save thousands of administrative hours annually.

What is QPR ProcessAnalyzer?
QPR ProcessAnalyzer is a process intelligence platform with native Snowflake integration, AI-powered root cause analysis, and 100+ ready-made analyses — designed for fast, enterprise-wide process improvement.