IoT solutions — device connectivity, ingestion pipelines, dashboards, and alerts. Built for the messy reality of field hardware and intermittent networks.
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Device connectivity and ingestion (MQTT and HTTP, edge gateways where the network demands it), time-series storage sized to your retention needs, monitoring dashboards and alerting, fleet management and OTA update paths, and integration into your operational systems.
Devices lose connectivity, send duplicates, drift out of sync, and occasionally lie. Buffered edge ingestion, idempotent processing, and out-of-order tolerance are the baseline — not the hardening pass you schedule for later.
Sensor fleets generate more data than anyone budgets for. Sampling strategy, aggregation tiers, and retention policy are architecture decisions with direct cost consequences — modeled up front, not discovered in month four.
Manufacturing plant visibility and predictive maintenance, fleet and cold-chain monitoring, facility and energy management — the wins come from acting on the data, so alerting and workflow integration matter more than the sensor count.
Focused monitoring builds commonly $40K–$100K; full platforms with fleet management, analytics, and integrations $100K–$250K+. Device hardware is separate and usually sourced.
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