Build enterprise-grade knowledge models that scale across analytics platforms, governance, and AI.
Data Alone Is Not Knowledge
Modern organizations need a way to blueprint how they understand their business, their data, and the meaning behind it in a form that can be reused consistently across traditional analytics platforms and AI-driven solutions.
Instructor-Led Training | On-Site or Live Online
Modern Data Modeling: From Business Meaning to AI-Ready Data
This course introduces that approach by teaching participants how to build enterprise-grade data models as reusable knowledge assets. Participants learn how to capture business concepts, relationships, and rules once, creating a foundation that supports logical data modeling, traditional analytics platforms, and AI-ready semantic designs.
We refer to this modeling approach as Enterprise KnowledgePrints — structured blueprints that evolve traditional data models into governed, reusable enterprise knowledge by integrating business concepts, relationships, rules, and semantic meaning.
This instructor-led course bridges traditional data modeling discipline with today’s data platforms, medallion architectures, knowledge graphs, and AI initiatives. The course emphasizes conceptual clarity, logical rigor, and semantic alignment before implementation — ensuring data models that scale, govern, and endure.
Our Services
Course Workshops
“…skills leaders rely on”
This three-day instructor-led course builds a modern, enterprise-grade data modeling capability that bridges traditional data modeling discipline with today’s analytics, data platform, and AI needs.
The course is delivered over three days, approximately 6 hours per day, providing sufficient time for guided instruction, participant interaction, and hands-on application of modeling concepts.
Participants learn how to model business meaning once and reuse it consistently across the modern data ecosystem including:
Structured data platforms (e.g., medallion architectures)
Semantic solutions (ontologies and knowledge graphs)
The course emphasizes conceptual clarity, logical rigor, and semantic alignment before implementation, ensuring models remain durable as technologies evolve.
This is data modeling taught as a strategic enterprise discipline, not a tool- or database-specific tutorial.
Delivery Options
This course is offered in two instructor-led formats:
✔ On-Site (In-Person)
Delivered at your location for private or team-based engagements. Ideal for organizations looking to align stakeholders around a shared modeling language and approach. Contact Us to Discuss Team Training
✔ Live Online (Instructor-Led)
Delivered virtually in real time with live instruction, discussion, and guided exercises. Participants engage directly with the instructor throughout the course.
What This Course Covers
Participants work through modern, real-world enterprise modeling patterns, including:
Conceptual data modeling focused on business understanding and shared meaning
Logical data modeling with enforceable business rules and clear business identity
Normalization and establishment of enterprise knowledge truth for the Silver Layer
Advanced modeling patterns including:
Supertypes and generalization
Relationship modeling
Identity and grain definition
Semantic modeling:
Ontology fundamentals
Taxonomy alignment
Knowledge graphs and alignment with AI / LLM use cases
Clear separation of responsibilities between:
Data modeling and design
Data engineering and implementation
Who Should Attend
This course is designed for experienced practitioners, who influence or make data design decisions, including:
Data architects and senior data modelers
Senior data engineers responsible for data structure design decisions choices
Analytics and data platform leads
AI and semantic architecture leads
Governance and data product owners
Participants should already be working with enterprise data environments and looking to strengthen the quality, durability, and reuse of their data models.
Who This Course Is Not For
This course is not intended for:
Tool-only implementers seeking product-specific instructions
Entry-level data engineering roles focused solely on pipelines and ingestion
Teams seeking short vendor or technology-specific tutorials
The focus is on modeling thinking and discipline, not software mechanics.
Course Outcomes
Participants leave the course with:
A shared, enterprise-ready modeling language that aligns business stakeholders, architects, engineers, and governance teams
Skills and techniques to create a reusable Enterprise Knowledge Model that captures business meaning once and serves as a durable foundation across initiatives
The ability to apply that Enterprise Knowledge Model to:
Current, tactical data platform designs, including relational and medallion architecture–based solutions
Longer-term strategic initiatives, including semantic models, knowledge graphs, and AI / LLM-enabled architectures
Practical skills to support today’s delivery needs while avoiding short-term design decisions that undermine future reuse
Confidence in using a “create once, use many” modeling approach, where the same enterprise knowledge foundation supports:
Logical data modeling efforts for structured, analytical platforms
Semantic and ontology-driven models for AI and advanced analytics
A clear understanding of how to design models that:
Accelerate near-term platform implementation
Remain stable as technologies evolve
Bridge relational data solutions and semantic AI models without rework
By the end of the course, participants can design enterprise knowledge models that simultaneously support tactical medallion architecture delivery and strategic AI and semantic initiatives, ensuring consistency, reuse, and long-term value across the data landscape.
Book a Session
Booking a scheduled session is simple. Let’s get started—pick a time that works for you by viewing upcoming Live Online sessions, including dates, pricing and availability.
Instructor-led, multi-day sessions. See upcoming dates and secure your seat — spaces fill quickly.
About Us
We are a team of educators, instructional designers, and industry experts dedicated to delivering high-impact learning experiences. Our mission is to bridge the gap between theory and practice, empowering organizations and individuals to achieve measurable growth through education.
What Our Clients are Saying
“Their workshops transformed our team’s communication and productivity in just weeks.”
-- former client
“The custom curriculum they designed exceeded accreditation standards and engaged our students like never before.”
-- former client
