Datadog already holds every piece this product needs, including behavioral data from Product Analytics and Session Replay, full-stack telemetry from APM, Log Management, Error Tracking, and Continuous Profiler, rollout control through Feature Flags and Experimentation, and a coding agent in Bits AI Dev Agent that opens verified pull requests from production signal. Develop and defend the sizing, impact, and cost-to-serve analysis that engineering leadership and pricing partners need to make resourcing calls, partnering with engineering on the unit economics of inference and the data platform and bringing that cost profile into packaging, metering, and pricing before launch rather than after.