Pipeline · hard · ~13 min
The platform survey's headline number: median 9 days from "I need a Kafka topic" to a usable topic. The path: a ticket, an infra-team review, a partition-count negotiation, a manually-written Terraform PR, and credentials pasted over a Slack DM.
Multiply across the estate: 14 data systems (Kafka, the warehouse, an OLAP store, search, object stores…), each with its own team, queue, and tooling. Engineering leadership has funded a provisioning control plane and you own the design.
An architect on the team proposes the quick version: "ship a shared library — every infra team imports it, writes to a shared metadata DB, done in a quarter." A company you all read about tried exactly that. You're deciding the architecture.