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  • geoffarmstrong1

Process Mining...for Asset Intensive Industries !

Updated: Dec 13, 2022


Asset Intensive Industries have a long history with SAP. At TEC150, our team has implemented multiple SAP systems for these type of businesses over the last 20 years. This blog will be looking at how Asset Intensive Industries can utilise Process Mining to improve efficiency, governance and transparency of their core business processes.



To start the discussion, lets paint a picture of a typical Asset Intensive Business. In addition to any "unique" business processes , we often see the following common process and software combinations.


The Process and Systems landscape;


  • Plant Maintenance (SAP)

  • Production Planning (SAP)

  • Procure to Pay (SAP)

  • Accounts Payable (SAP)

  • Sourcing (Ariba)

  • Contingent Labour (Fieldglass)

  • ITSM (Service Now)

  • Customer / Field Service (SAP)

  • Inventory Management (SAP)

  • Warehouse Management (SAP)


Across this landscape, some of the typical challenges faced by Asset Intensive Business are;

  • Process bottlenecks in MRO (Maintenance, Repair and Operations). How can we identify and resolve maintenance orders that get stuck in a certain status ?

  • No transparency into upstream processes. Efficient MRO processes are dependent on PR's from procurement and Material Reservation from Inventory Management

  • How to measure the performance of upstream departments. The data is split across Maintenance, Procurement and Inventory Management so the ability to use Multi Process Analysis is essential

  • Supply chain disruptions. The current environment has led to many Short Orders and split Split orders

  • Ensuring that our MRO process is following the agreed "Target Model" processes



Obviously the landscapes and challenges each business faces are larger than the lists above. However, the common processes and systems provide an opportunity to leverage knowledge of what has worked well elsewhere. Amazingly, Celonis has implemented over 2000 process mining projects on SAP systems and has captured the process knowledge for us !!


This is where TEC150 comes in.

  • We have a proven approach to improving your processes

  • You don't need a licence to get started

  • We can deliver this in 6-8 weeks

Sounds like its time to get started.


Let’s see how Celonis Process Mining helps with “Target Model” process compliance?


The process solution that you designed, signed off and implemented is running in a live environment, but to what extent is this actual system process compliant to your “Target Model” process ?


With Celonis we can show you how to,

  • produce a digital twin of your actual business process from your live data

  • identify the number of process variations

  • identify non-compliant activities to your “Target Model”

  • identify the who, what and when that is driving non compliance



To illustrate this, lets walk through an example. In this case we have used SAP Plant Maintenance as an example but this could be applied to any process.


Here is how the process was designed



In this variant , everything in the EAM process looks good.


This is the “Happy path” and represents 1 of 125 variants which covers 34% of the cases









So the question is, what happened in the other 66% of cases ?






Here is what you think your process looks like.




Here we can see an overlay of the most common 3 variants. These variants represents 3 of 125 variants which covers 54% of the cases









In this case, 122 of the variants are never considered







And here is how the process Actually runs !


The 100% view of your process is quite surprising the first time you see it. The key points to note from the 100% view are;

  • Most of the process variants are never considered but they still happen. This is the ghost in the machine. You know something is wrong with the process but you can't see it

  • Without Process Mining there is limited transparency into your processes. If you cannot see all the variations then you cannot improve the process


So Process Variability is killing you. In fact, from our experience, Clients expected process variants to be in the hundreds, but in reality, they were in the tens of thousands . This presents a Huge Opportunity to simplify and standardise processes.



Conclusion

If you are a Asset Intensive Business with SAP, the challenges you face cannot be resolved with your existing tools and approach. Process Mining provides a breakthrough approach to create value from the data already sitting in your systems.


As well as being a fully certified Celonis Partner , TEC150 has been involved in delivering Celonis in the ANZ market for 5 years, including to clients in the Utilities, Oil and Gas, Energy and Manufacturing industries.


If you would like to understand what is happening in your processes in a matter of weeks not months then please contact us today at info@TEC150.com and take advantage of our real world experience and out-of-the-box Celonis process models .


Best Regards





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