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Auvetric Data Solutions
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Analytics platforms · Analytics platform

Real-Time Operational Dashboards

Multi-tenant analytics platform with configurable dashboards and live device streaming.

Operational· pending verificationPublic summary — client anonymised

Publication draft: status, contribution and technical details require contributor approval. The architecture and implementation notes below are illustrative, not verified accounts of a client deployment.

Context & challenge

Device data from many sites and customers needs to be visible in configurable dashboards without building a new app per customer.

Objectives

  • Configurable dashboards per tenant
  • Live streaming of device values
  • Works on site tablets with poor connectivity

Solution approach

  • Panel-based dashboard builder
  • SSE streaming with proxy configuration for unbuffered delivery
  • Local caching of layouts and recent data

Architecture

  1. Devices
  2. Node-RED
  3. SSE stream
  4. API
  5. Dashboard builder
  6. Tenant users

Simplified and anonymised. No private infrastructure details are published.

Important technical decisions

  • SSE over WebSockets for simple, proxy-friendly one-way streaming

Operational considerations

  • Proxy buffering
  • Tenant isolation
  • Long-lived connections on mobile networks

Results

Results pending verification. We only publish outcomes that have been confirmed.

Lessons learned

  • Streaming is an infrastructure problem as much as an application one.

Let’s build something that works.

Whether you need a custom application, better visibility into your data, connected operational systems, or a practical automation strategy, we can help define the right solution.