From the Platform243 Intelligence Desk

Databricks is no longer just managed Spark. With Delta Lake, Unity Catalog, and serverless compute, it has become a credible single platform for data engineering, analytics, and AI — if you adopt it with discipline.

Adopting Kubernetes is easy; operating it well is not. The enterprises that win treat it as the foundation for an internal platform — with golden paths, GitOps, and guardrails — not as an end in itself.

The warehouse-versus-lake debate is over. The interesting questions now are about governance, contracts, and treating data as a product.

Retrieval-augmented generation is easy to demo and hard to operate. Here is what production-grade RAG actually requires.

Zero trust is an architecture, not a product you can buy. A practical path from perimeter security to identity-aware access.