The Dawn of Agentic Data Workflows
Around 2021, if you wanted AI in a data workflow, you picked a vertical. Coding assistance. Data validation. Each was isolated. That constraint is gone now — and it changes everything.
Human Data Expertise
for the AI Era
Real-world insights for data engineers navigating the shift — written by a practitioner, not generated by a machine. Career advice, technical depth, and consulting when you need it.
Career Strategy
Practical advice on staying relevant and growing your career as gen AI reshapes the data engineering landscape.
Technical Depth
Governance, metadata management, data quality, responsible AI — the durable skills that matter most right now.
1-on-1 Consulting
Need expert eyes on your data architecture? Reach out for direct consulting on your specific challenges.
Latest from the Blog
All posts →Gen AI Did the Boring Stuff So You Don't Have To
Code comments, unit tests, documentation, diagrams — the stuff that chronically didn't get done. Gen AI changed that completely, and the impact on data teams is bigger than most realize.
Goodbye Brittle Dashboards, Hello Conversational BI
I spent years building OLAP cubes. Carefully maintained conformed dimensions, aggregation tables, multidimensional models. That infrastructure was real work. Today, it's increasingly obsolete.