Data Driven Process Improvement
Course Code: AMS331
Data Driven Process Improvement is the primary tool for assessing and prioritizing improvement opportunities within active business functions. This course is designed to illustrate a time proven set of techniques, methods, and tools to help acquire, understand, document, and model process effectiveness based on data. Additionally, we will delve into how Generative AI can enhance your capability to identify, validate, and integrate improvements. This course will embrace the traditional aspects of CQI along with the underpinning elements of Kaizen process.
Learning Modules
Analyzing Business Processes for Data Modeling
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- Analyzing Process Models
- Analyzing Activity Diagrams
- Adding the Measurement Model
- Updating the Data Model
Introduction to Business Data Modeling
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- On Human Communication
- The Data Foundation
- Data, Information, and Knowledge
- Benefits of High-Quality Models
Defining Business Data Modeling
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- Types of Goals and Data
- Data Model Diagrams and Graphic Conventions
- Data Model Evolution
- Defining Entities
Modeling Business Data
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- Testing your Data Model
- Best Practices for Data Modeling
- Example of UML Data Model
- Activity Diagram with Swim Lanes
Who Should Attend
Anyone seeking to widen their skills around using data to drive process improvement, widen their knowledge around the integration of AI, and process owners who embrace CQI and Kaizen concepts.
Engagement Options
Enterprise – for corporate groups of eight or more participants, delivered On-Site or Live Online with access to customize your learning experience as noted below. Contact Us to Discuss Your Unique Needs>
- On-Site
- Accelerated Course = 2 learning modules delivered in a half day
- Full course = 4 learning modules delivered in one day
- Live Online
- Thought Leader Series = topical overview delivered in a 1-hour session
- Accelerated Course = 2 curated learning modules delivered in one 3.5-hour session
- Full course = 4 learning modules delivered in two 3.5-hour sessions
Open Enrollment – for individual learners or cohorts of less than eight participants, delivered Live Online. Contact Us for Scheduling Options>
Customize your Learning Experience
- Personalize Scenarios, Thought Leader Questions, and Exercises
- Partner via our Stewardship Engagement Model – Watch the Video
- Select Delivery Modality and durations
- Extend Learning with Research Articles
- Sustain Performance with Performance Coaching
- Build Learning Tracks by Linking Courses & Modules
- Build your Learning Academy
- Enhance at Desk Application through Business Simulation Training
- Earn Select Industry Accreditations
- Whodunit – Murder Mystery – Team Building