Most IoT projects fail because teams mix device firmware, transport, and business logic in one tangled layer.
A sane stack
Edge: sampling, buffering, local safety rules
Gateway/API: auth, normalization, rate limits
App: dashboards, alerts, human override
Start with one live signal end-to-end, then add widgets — not the other way around.