Long-form perspectives on AI systems, data, and engineering.
What it takes to ship real AI systems, not demos.
A field guide to planning, building, and integrating AI systems into existing products and operations without breaking everything along the way.
Why most AI projects are blocked by data, not models.
Before autonomous systems or advanced analytics, organizations need clean, connected, and well-modeled data. This post outlines a practical approach to getting there.