Databricks

Databricks is not proved by a clean notebook, a fast demo query or a confident AI answer. The useful test is whether a governed data job keeps running after it leaves exploration: the same policy, lineage, cost signal, model handoff and recovery path must survive repetition.

Databricks and Tabular will integrate Iceberg and Delta Lake into a unified standard, enhancing interoperability .

Nokia and Databricks test a cloud-agnostic data fabric for autonomous networks, targeting fragmented telecom OSS/BSS data.