Petro-retail operating intelligence

Fuel Retail
Intelligence Platform

From firmware at the forecourt to network intelligence in the cloud. Steernext connects in-house devices, edge vision, station systems and retail workflows to measure fueling behavior, conversion, station health and customer movement.

Forecourt → Cloud · one controlled stackANPR + Re-IDSCADA-linkedCo-pilot next-best actions
EVA · Live feedCAM 07 · FORECOURT 18
Vehicle · MH03AR19250.98
Vehicle · DL08CX44120.96
Person · Zone B0.91
  1. Edge
  2. Inference
  3. Cloud
128 stations · streaming

Full-stack control

One stack.
Device to decision.

In-house devices capture the forecourt — ANPR cameras, sensors and station hardware running purpose-built firmware for capture, telemetry and device logic.

Local inference turns raw signals into events at the station — vehicle journeys, queue dwell, fueling behaviour — before anything leaves the site.

Cross-station models and network memory connect every site — station health, conversion and movement in one intelligence layer.

A station digital twin, command centre and retail workflows — with an explainable co-pilot recommending the next best action.

  1. 01Device + FirmwareANPR cameras, sensors, station hardware
  2. 02Edge AILocal inference, event creation
  3. 03CloudModels, network memory
  4. 04Application + Co-pilotDigital twin, workflows, next-best actions

Retail intelligence

Retail conversion intelligence

Built on forecourt behavior: fuel-to-shop conversion, at-risk members and repeat non-member visits — measured, not guessed.

  • 31% fuel-to-shop conversion
  • 4,280 at-risk members
  • 2,640 repeat non-member visits
  • Loyalty nudge workflows
Retail conversion intelligence dashboard

Station digital twin

Every station, mirrored live

Pumps, queues, journeys and SCADA context in one operating picture of each site — from island uptime to exit capture.

  • Live station twin
  • Queue and dwell analytics
  • SCADA-linked context
  • Pump island health
Station digital twin view

Vehicle + fueling intelligence

Know the vehicle, understand the visit

ANPR and re-identification connect vehicles to journeys and fueling behaviour across the network — the raw material of loyalty and conversion.

  • ANPR + re-identification
  • Journey stitching
  • Fueling behaviour
  • Cross-station memory
Vehicle and fueling intelligence view

Network command centre

The whole network, one console

Sites, alerts, transactions and interventions across every connected station — the operating layer for retail leadership.

  • Network-level alerts
  • Cross-site benchmarks
  • Intervention tracking
  • Exportable evidence
Network command centre

In operation

Network intelligence,
live.

Network intelligence
Sites128Connected
Vehicles4,231Today
Transactions187,650Network
Alerts23Open
Entry journeyQueueExitForecourt
Illustrative interface

Operating intelligence

Questions
that move retail.

01

Which stations are losing fuel-to-shop conversion — and why?

02

Where is queue dwell suppressing fueling throughput?

03

Which repeat non-members should receive a loyalty nudge today?

04

Which SCADA signal needs intervention, not acknowledgement?

Co-pilot assisted control

Analytics
with a next move.

Operator

Why did loyalty conversion fall at Station 18 this week?

Co-pilot

High repeat non-member traffic, lower fuel-to-shop conversion and longer queue dwell coincided with pump island 2 uptime dips.

Prioritize member capture at exit and inspect island 2.

Fuel retail intelligence

From forecourt behaviour
to network decisions.

Talk to Steernext about connecting your stations — devices, edge AI, cloud intelligence and retail workflows in one controlled stack.

Talk to Steernext