The Center of Excellence that changed everything
If you want to scale Process Intelligence, you need structure.
Enter the Center of Excellence.
Lars Reinkemeyer: We asked 214 companies — 100% said a CoE is important to drive transformation and leverage this capability. Companies with a CoE had a 9x higher probability of realizing quick ROI.
At BMW, Patrick built a system that blended central expertise with local knowledge.
Patrick Lechner: We really want to have tool expertise, how to operate, how to maintain use cases centrally. That’s very important for us — that we’re not located in one business area, but can help all business areas.
Patrick Lechner: That’s where the Centers of Competence come in. They’re experts in their prime processes — production, after-sales, engineering. They come with the use cases. We help implement them and bring in technologies like AI.
BMW created a dual structure: a centralized CoE focused on tooling and scalability, and decentralized competence centers embedded across the business.
Patrick Lechner: We have a central team located in Munich and Porto — seven people in Munich, sixteen in Porto — driving Process Intelligence forward. They’re experts in operational, tool, and process excellence.
Each team member has a clear role.
Patrick Lechner: We have a product owner — that’s me — who defines the vision. We have subject leads for each process area. Data engineers for the backend — we’ve connected 360 systems already. Analysts for the front end. UX/UI experts. AI experts. Everyone plays a role.
Siemens took a similar path.
Lars Reinkemeyer: We started with a project team. Then said, let’s make it a Center of Excellence. The business saw the impact and gave us trust — we grew to 40 people supporting 6,000 users.
Show value. Build structure. Scale.