What’s included
- Data model & pipelines (stream + batch)
- APIs & auth patterns (MQTT/gRPC/HTTP)
- SRE baseline (alerts, runbooks, dashboards)
- IaC & environments (Kubernetes/Terraform)
How we approach it
We keep scope crisp, surface trade-offs early, and validate under realistic constraints. Expect short loops, visible momentum, and measurable outcomes. Hardware, firmware, data pipelines, and operator workflows stay aligned inside one R&D crew. Engage this service standalone, or reuse the same playbook across multiple products, sites, or programs as part of an end-to-end Discover + Build + Scale engagement.
Research sprintsField-ready prototypesReliability & rollout
Where this fits in our lifecycle
We place this service in the Build phase so you know which quality gates it aligns to. Jump back to the services catalog to see adjacent offers and the lifecycle planner.