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Sub-second dashboards and data products on petabytes of data at any concurrency
Data Warehousing
Sub-second analytics on open lakehouse formats with no vendor lock-in
Observability in the AI Era
The most cost-effective alternative to Elasticsearch observability
Context Engineering
Hybrid search and fresh context for RAG, agents, and LLMs
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From MQTT messages to SQL insight, in seconds.
EMQX is a high-performance MQTT broker built for connected devices and industrial IoT. Pair it with VeloDB and every telemetry message — from millions of devices — becomes a queryable row in seconds, ready for dashboards, alerts, and AI workloads.
What EMQX does
EMQX handles massive concurrent MQTT connections with low latency, supporting MQTT 5.0, QoS guarantees, rule-based routing, and bridges to data systems. It is widely used across automotive, manufacturing, energy, and smart city deployments.
Why VeloDB + EMQX
Massive device fan-in
EMQX terminates millions of concurrent MQTT connections; VeloDB ingests the curated streams and serves SQL with sub-second latency.
Rule-based routing
Use EMQX rules to filter, transform, and enrich messages before they land in VeloDB — keep the warehouse clean and query-ready.
Open and standards-based
Both speak open standards — MQTT and SQL — so your stack stays portable and your team works with familiar tools.
Cost-aware at scale
EMQX handles message volume efficiently; VeloDB’s columnar engine and tiered storage keep cost-per-query low even at multi-terabyte history.
What you can build
Connected vehicle telemetry
Stream sensor and event data from vehicles into VeloDB and run live fleet, anomaly, and predictive analytics.
Industrial IoT monitoring
Aggregate signals from factory floors and field equipment; query rollups and alerts in real time.
Smart city and energy
Land grid, metering, and environmental data in VeloDB for sub-second dashboards and operational decisions.
How the data flows
Ready to get started?
Tell us about your stack and use case. Our team will help you stand up VeloDB with EMQX for your environment.
