Computer Vision & IoT

Solution walkthrough

Connected assets and environmental monitoring

Bring equipment status, temperature and other sensor readings into an operational view. Give teams a practical route from a sensor event to maintenance action.

Example workflow: Facilities, warehouses and distributed assets.

Discuss this use case

The operating problem

A facilities team receives equipment and environmental readings from separate devices and spreadsheets. A threshold excursion can become a series of disconnected messages, with no shared record of who checked the asset or whether the condition returned to normal.

From input to action

How it works.

  1. 01

    Connect and identify

    Associate each sensor with an asset, location and responsible team. Validate units, sampling intervals, connectivity and the meaning of missing or stale data.

  2. 02

    Detect a useful exception

    Apply agreed thresholds, persistence windows and operating context. Separate a sustained excursion from a brief fluctuation and show the underlying readings.

  3. 03

    Close the maintenance loop

    Assign the response, attach inspection notes and record recovery. Carry the event into the maintenance system and keep an accessible history for the asset.

What we deliver

  • Sensor and asset integrations
  • Condition and source-health dashboard
  • Maintenance alerts and work-item routing
  • Asset history and recovery records

What to measure

Agree a baseline and acceptance targets around the operating outcome.

  • Reading availability, freshness and calibration checks
  • Time to acknowledge a sustained excursion
  • Resolution time and repeated exceptions by asset

Explore the work

Related ApexFlo projects and products.

Current engagement

Retail PoC across 25 stores

The first stage PoC is live across 25 stores, with scale up in progress.

Read the project

Completed delivery

Camera, edge and LoRa sensor integration

The parking solution brings cameras, an edge device and magnetic sensors connected over LoRa into one integrated system.

Read the project