Customer Data Platform: Segment, RudderStack. Clean event schemas beat any later clean-up.
Category · Data & Analytics
One stream, many destinations.
Event tracking captures user actions as structured events. A Customer Data Platform like Segment or RudderStack takes that stream in once and distributes it to all destinations — analytics, CRM, ad platform, warehouse.
That saves the N-fold integration: instead of wiring up each tool individually, you write cleanly once and route centrally.
Why the schema comes first.
We define the event schema before the first line of tracking code: consistent names, clear properties, a fixed type per field. We run a CDP as a clean distributor that enforces this discipline — GDPR-compliant, with consent control in one place.
Clean schemas beat any cleanup.
When a team fires "signup", "Sign Up" and "user_registered" in parallel, every later analysis is guesswork. Cleaning up tracking after the fact costs a multiple of what it would have cost to define it right once, upfront. The cheapest CDP is the one whose data you don't have to sort out first.