Workshop

Overview
Principles of Metadata-First Design is a hands-on, on-site course customized for your organization.
Over three immersive days, participants learn metadata-first principles, build reusable, foundational system artifacts, and code real-world applications.

Audience
The course is designed for anyone who thinks they could be doing data better.
It’s ideal for data leaders, managers, architects, stewards, and engineering teams responsible for every aspect of data: ingestion, transformation, storage, aggregation, quality, risk, governance, lineage, and analytics enablement.

Outcomes
Leaders and managers will be able to articulate and actualize ROI, goals, and plans.
Technical folks will have the foundational knowledge to design and implement principled metadata-driven systems.
Participants leave with a shared vocabulary, practical templates, and a prioritized roadmap for modernizing data and metadata capabilities.
What clients say
Shiller & Company transformed our metadata maturity faster than expected and improved trust across teams.
— Financial Services Client
Their guidance turned messy catalogs into a orchestrated data fabric that stakeholders could rely on.
— Financial Services Client
We value the clarity and measurable improvements they delivered in data quality.
— Educational Institution Client
The metadata-first approach clarified ownership and reduced discovery time by 40%.
— Private Equity Client

