A practical explainer on vector databases, how embeddings work, why traditional databases can’t do semantic search, and where this infrastructure shows up in AI products.

Most companies deploying AI have no real governance framework in place. Here’s what the gap looks like and how to close it before it becomes a problem.

Practical AI governance guidance for scaling tech companies, covering model oversight, data handling, and building trust without slowing product velocity.