What's Your Baseline? Enterprise Architecture & Business Process Management Demystified

Ep. 39 - Lean and Process Mining: Sebastian Kotulla


Listen Later

A lot of people think that the work is done when they have a process be visualized  in their process mining tool and a nice dashboard is built. Nothing could be further from the truth and our guest today, Sebastian Kotulla, talks with us about why that is. To bridge the gap between visualizing data/information to knowledge as the result of the analysis Lean techniques can be applied.

Sebastian has a strong focus on and passion for digital solutions to support business transformation such as virtual factories, computer vision, AI, process mining and engines. As Lean Six Sigma Black Belt and Prosci Certified Change Practitioner he's used to run and consult in transformational initiatives from concept to successful implementation.

In this episode of the podcast we are talking about:

  • Sebastian’s background
  • Define - (DMAIC and how to apply this to process mining, CRISP framework, leading and lagging indicators)
  • Analysis (flow is key in Lean, different types of waste (TIMWOODS), Process Mining gives the reference points for the Control phase, Theory of constraints / bottlenecks, most of the problems are outside of the discovered process model!)
  • How to prioritize which process to choose
  • How to do the analysis - first look to define the problem (time analysis, Gemba)
  • Fishbone to structure hypotheses (manual cluster analysis) - Find the story in your analysis, five Whys to find the systematic problems
  • FMEA analysis risk analysis > risk simulation
  • Design of experiments - statical method on how to design an experiment and then make predictions from the result; understand input variables better
  • Advanced analysis
  • A practical project example
  • Sebastian can be found on LinkedIn here: https://www.linkedin.com/in/sebastian-kotulla-1645ab88/ and also be contacted via email: [email protected].

    Please reach out to us by either sending an email to [email protected] or leaving us a voice message by clicking here.

    ...more
    View all episodesView all episodes
    Download on the App Store

    What's Your Baseline? Enterprise Architecture & Business Process Management DemystifiedBy Roland Woldt / J-M Erlendson

    • 4.7
    • 4.7
    • 4.7
    • 4.7
    • 4.7

    4.7

    6 ratings


    More shows like What's Your Baseline? Enterprise Architecture & Business Process Management Demystified

    View all
    Freakonomics Radio by Freakonomics Radio + Stitcher

    Freakonomics Radio

    32,007 Listeners

    99% Invisible by Roman Mars

    99% Invisible

    26,233 Listeners

    Coaching for Leaders by Dave Stachowiak

    Coaching for Leaders

    1,461 Listeners

    WDR 5 Das philosophische Radio by WDR 5

    WDR 5 Das philosophische Radio

    31 Listeners

    Super Data Science: ML & AI Podcast with Jon Krohn by Jon Krohn

    Super Data Science: ML & AI Podcast with Jon Krohn

    303 Listeners

    Modern CTO by ProSeries Media

    Modern CTO

    86 Listeners

    Inside the Strategy Room by McKinsey & Company

    Inside the Strategy Room

    168 Listeners

    Stadium and Gale: A Florida Gators Podcast by Stadium and Gale

    Stadium and Gale: A Florida Gators Podcast

    120 Listeners

    Huberman Lab by Scicomm Media

    Huberman Lab

    29,220 Listeners

    State of Process Automation by Christoph Pacher

    State of Process Automation

    0 Listeners

    This Day in AI Podcast by Michael Sharkey, Chris Sharkey

    This Day in AI Podcast

    227 Listeners

    The AI Daily Brief: Artificial Intelligence News and Analysis by Nathaniel Whittemore

    The AI Daily Brief: Artificial Intelligence News and Analysis

    608 Listeners

    HBR On Leadership by Harvard Business Review

    HBR On Leadership

    167 Listeners

    The Core: All Things Apple TV - Pluribus by Big IP | Realm

    The Core: All Things Apple TV - Pluribus

    126 Listeners

    Die Prozess Philosophen by Daniel Matka, Matúš Mala, Christoph Piller

    Die Prozess Philosophen

    0 Listeners