Process Mining Accelerator Kit: Realistic Event Logs & Use Case Guide
Process Mining Accelerator Kit: Realistic Event Logs & Use Case Guide
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Master process mining with our ultimate toolkit—crafted by industry experts using real project insights. Leverage realistic event logs and a comprehensive handbook detailing common inefficiencies, Key Performance Indicators (KPIs), root causes, business impact and actionable improvements to build compelling use cases.

Do you ever feel like...
-
Most free datasets are outdated, irrelevant, or unrealistic?
Real business data is hard to access — and even harder to use due to privacy concerns. You end up spending hours searching, only to find event logs that lack context, don’t reflect actual processes, and make it nearly impossible to extract meaningful insights. -
You spend more time figuring out what inefficiencies to analyze than actually analyzing them?
Without clear guidance, it’s easy to get lost in the data instead of driving insights and value. -
Your demos or PoCs fall flat because the use case isn’t relatable?
It’s hard to impress stakeholders with generic data that doesn’t connect with their industry or pain points.

Can you imagine...
🎯 Create compelling demos that win deals – Use event logs that tell a story your prospects actually care about.
⚡ Shorten PoC and demo preparation time – No more hunting for data or scrambling to craft a use case.
🧠 Stand out from competitors – Show depth by going beyond the process explorer and jumping straight into value.
🚀 Accelerate time-to-insight – Go from data to actionable insights in hours instead of days.
🔍 Learn and explore new use cases faster – Get real-world context from day one.
🎓 Deliver more engaging training sessions – Keep learners engaged with scenarios that feel real.
🧩 Bridge the gap between theory and practice – Bring abstract process mining concepts to life.
If any of this resonated with you, the Process Mining Accelerator Kit has exactly what you need!
🚀 9 Industry-Specific Event Logs covering a variety of real-world business processes to accelerate your analysis (more added on a regular basis)
📚 Comprehensive Use Case Handbooks for each event log, providing insights into inefficiencies, KPIs, root causes, business impact, and potential improvements.
What's included?

A Collection of Realistic Event Logs
A curated collection of high-quality event logs to analyze, practice, and showcase your process mining expertise.
Explore real-world scenarios across various domains, including:
- Accounts Payable (AP)
- Accounts Receivable (AR)
- Order-to-Cash (O2C)
- Procure-to-Pay(P2P)
- Incident Management
- Car Insurance Claims
- Mortgage Applications
- Hire-to-Retire
- Logistics
🔄 New logs are regularly added to keep your library fresh and relevant.

Accounts Payable
Included Process Inefficiencies: Bottlenecks, Digitization Issues, Reworks, Missed Early Payment Discounts | 75K Invoices | 700K events | 10 process variants | 8 additional data attributes (E.g.: vendor name, amount, due date, payment status, etc.)

Logistics
Included Process Inefficiencies: Low OTD Rates, Partial Shipments, Incorrect Picking, Customer Returns | 17K orders | 235K events | 10 process variants | 6 additional data attributes (E.g.: order type, order value, warehouse location, due date, etc.)

Car Insurance Claims
Included Process Inefficiencies: Manual Time-Consuming Tasks (bottlenecks), Potential Frauds, Low Customer Satisfaction, SLA Violations | 49K claims | 441K events | 11 process variants | 8 additional data attributes (E.g. user name, channel, location, NPS, etc.)

Mortgage Applications
Included Process Inefficiencies: Bottlenecks, Reworks, SLA Breaches, Conformance Issues | 21K applications | 221K events | 10 process variants | 7 additional data attributes (E.g.: channel, loan amount, credit score, etc.)

More processes included
Order-to-Cash (O2C) | Purchase-to-Pay (P2P) | Accounts Receivable (AR) | Hire-to-Retire | Incident Management

A Practical Use Case Handbook
Master the art of process mining with a practical guide that includes:
- Key inefficiencies commonly encountered in business processes
- KPIs for effective process analysis
- Root causes of process bottlenecks and challenges
- Business impact assessments to understand the consequences of inefficiencies
- Recommendations for optimization to drive improvements
See an Example of the Powerful Analyses You Can Create...
Who Is This For?
Business Analysts, Consultants or Data Scientists: Use the logs and insights to explore new use cases, design impactful demos, showcase capabilities to clients, and provide actionable recommendations.
Process Mining Enthusiasts: Expand your skills by exploring diverse use cases and understanding end-to-end process improvement.
Students & Educators: Learn and teach process mining fundamentals with hands-on examples and practical scenarios.
What our users are saying
"An essential toolkit for learning and demonstrating process mining!"
As a consultant, I often need event logs for client demos, and this product has been a game-changer. The logs are comprehensive, realistic, and cover a wide range of industries. The use case handbook provides clear and actionable insights, making it easy to explain the value of process mining to my clients. Highly recommended!"
— Mark T., Process Mining Consultant
"A must-have for demo preparation!"
I use this resource to prepare demos for clients, and it has saved me countless hours. The event logs are well-structured and relevant, and the handbook helps me showcase meaningful use cases. It’s become a staple in my pre-sales toolkit."
— Daniel R., Pre-Sales Engineer
"Great for practical learning and skill-building!"
The event logs and handbook helped me transition from theory to practice in process mining. I’ve been able to explore various use cases, understand inefficiencies, and even implement improvements in my case studies. This is a fantastic resource for anyone looking to deepen their knowledge."
— Liam J., Senior Associate
"A treasure trove for experimentation and innovation!"
As a data scientist, I’m always on the lookout for high-quality datasets to test my algorithms. These event logs are gold—detailed, diverse, and ready to use. The accompanying handbook is packed with valuable insights that help me better understand the processes I’m analyzing."
— Sophia M., Data Scientist
About the creator

Frequently Asked Questions
1. What is included in this product?
This product includes:
- A growing library of high-quality event logs from various business processes, such as AP, AR, O2C, P2P, Incident Management, Car Insurance Claims, Mortgage Applications, Hire-to-Retire, and Logistics.
- A comprehensive use case handbook detailing inefficiencies, KPIs, root causes, business impacts, and improvement strategies for each process.
2. Will more processes be added?
Yes! New event logs and use cases will be added regularly to expand the library. Your purchase includes lifetime access, so you’ll always have access to the latest updates at no additional cost.
3. Is this a one-time purchase or a subscription?
This is a lifetime purchase. Pay once and enjoy unlimited access to the current and future content of this product.
4. What software do I need to use the event logs?
The event logs are compatible with any process mining tool.