Metrici — Gas Station Applications
Metrici AI · Applications

Gas Station
Applications

AI-powered systems, DNN training, and technologies like Line Counter, Area Counter, people and vehicle recognition, QR code reading, and thermal analysis can revolutionize operations at gas stations — improving efficiency, security, and customer experience.

Station Intelligence · Live ACTIVE
Pump 01
Busy
B·44·MET
Pump 02
Free
Pump 03
Busy
CJ·12·ABC
Pump 04
Free
🔢
B 44 MET — LPR read · entry gate
Car · directed to Pump 01 · 09:14:02
LPR
🚨
Loitering detected — Pump 02 area
People detection · security alert · 09:12:48
ALERT
🅿️
Spot A3 — vacated · 3 spots free
PPD engine · display updated · 09:11:55
PPD
📲
QR loyalty scan — 15% discount applied
Store terminal · customer ID linked · 09:10:31
QR
🌡️
Thermal alert — Pump 03 nozzle overheating
Thermal camera · maintenance notified · 09:09:17
THERMAL
347
Vehicles today
2/4
Pumps active
16
Cameras
8
Area Counters
01

People and Vehicle Recognition & Classification

Engine · LPR

Vehicle Recognition (LPR) for Automated Refueling and Payments

License Plate Recognition can automate entry, payment and routing workflow — or giving registered customers a seamless, cashless experience from the moment they arrive.

  • Identify vehicles as they enter the station, automating customer check-in and payment processes. Registered customers have accounts linked to their license plates — no physical tickets or manual interactions needed.
  • Vehicle classification differentiates between cars, trucks, motorcycles and other types and directing larger vehicles like trucks to designated refueling bays.
  • Recognize VIP customers or employees, directing them to reserved spaces or granting special parking privileges automatically.

Parking Enforcement and Security

  • Enforce parking rules by identifying vehicles that overstay or park in restricted areas — fire lanes, handicapped spots — alerting security in real time.
  • Cross-reference plates with databases of stolen or suspicious vehicles, improving security.
Metrici LPR →
🔢

Automated Entry & Payment

Plate recognized at gate — account charged automatically on exit. No tickets, no queues at payment terminals.

🚛

Vehicle Classification

9 vehicle classes detected — cars, trucks, buses, motorcycles etc. Heavy vehicles directed to the correct bays automatically.

VIP & Staff Recognition

Pre-registered plates trigger reserved-spot directions and special pricing — no card needed, no manual verification.

🛡️

Database Cross-Reference

Every plate checked against watchlists and stolen vehicle databases in real time at entry and exit.

Metrici people detection and recognition at gas station Live · People Detection
People detection and security monitoring AI identifies unauthorized individuals, loitering and prohibited behaviour in real time
Engine · People Recognition

People Recognition for Security

AI-powered people detection monitors customer and staff activity in and around the station premises — identifying threats before they escalate.

  • Detect and flag unauthorized individuals trying to enter restricted areas — storage, control rooms, back offices.
  • Identify loitering, theft attempts, or suspicious behaviour in real time, triggering alerts for security personnel.
  • Recognize people smoking or present in prohibited areas and raise automated alarms immediately.
  • Integrate with thermal cameras for night-time or low-visibility monitoring of the forecourt and parking zones.
Metrici Area Counter →
02

Metrici LC and AC for Queue Management

Engine · Line Counter

Line Counter for Queue Management at Fuel Pumps and Store

A virtual line placed across any lane or pump area counts every vehicle entering and exiting — giving operators real-time data on flow with no physical sensors.

  • Monitor how many vehicles are waiting for service at the pumps. Count cars crossing a virtual line as they enter and exit the fueling area.
  • Feed live occupancy data to displays or staff dashboards so management can respond before congestion becomes a problem.
  • Track flow across any time period — by hour, shift or day — to identify peak demand windows and optimise staffing schedules.
Metrici Line Counter →
Engine · Area Counter

Area Counter for Monitoring People in Store and Parking Zones

Define zones across the forecourt, store or parking area and monitor occupancy continuously — reacting to density in real time.

  • Monitor the number of people inside the station's store or convenience area to manage customer density during busy hours.
  • Ensure parking lots are not overcrowded, improving traffic flow within the station and around fuel pump access lanes.
  • Generate real-time alerts when queues become too long, allowing staff to direct customers to free pumps or adjust staffing accordingly.
Metrici Area Counter →
03

AI and DNN Training for Predictive Maintenance

DNN Training · Maintenance

Predictive Maintenance Using AI and DNN Training

Deep neural network models trained on station-specific equipment behaviour detect signs of degradation or malfunction before failure — keeping every pump and terminal operational.

  • Monitor fuel pumps, payment terminals and other installations to predict failures before they happen.
  • Analyze patterns in machine behaviour — DNN-trained models identify early signs of degradation, wear or abnormal operation.
  • Avoid costly downtime and ensure the station remains operational with minimal human intervention and no unplanned outages.
  • Combine with thermal analysis for temperature-based wear detection on motors, compressors and electrical panels.
🔧

Equipment Monitoring

Fuel pumps, payment kiosks, compressors and nozzles monitored continuously. Anomalies flagged before they cause downtime.

🧠

DNN Pattern Recognition

Neural networks trained on station-specific data learn what normal looks like — then alert when behaviour deviates from baseline.

📅

Scheduled vs Predictive

Replace fixed maintenance intervals with need-based servicing — reduce costs while eliminating unplanned failures.

📊

Maintenance Reports

Full history of alerts, detected anomalies and service events per device — exportable for audit and asset management.

04

QR Code Reading for Loyalty Programs and Contactless Payments

🎫

QR Code Reading for Customer Loyalty Programs

QR codes can be used for customer loyalty programs — customers show a QR code at the pump or in the store to earn rewards or discounts. AI systems track customer purchasing patterns and offer personalized deals through an app or on-site displays.

  • Instant QR scan at pump or store terminal — reward points credited automatically
  • Purchase history linked to customer profile for targeted promotions
  • Personalized offers displayed at the pump or sent via mobile app
Metrici QR Code Reader →
📲

Contactless Payments and Promotions via QR Codes

Integrating QR code readers into payment systems allows customers to scan codes for contactless payments, improving convenience and speed. QR codes can also be used for promotions, where scanning a code gives customers instant access to discounts or special offers.

  • Contactless payment at the pump — no card terminal contact needed
  • Promotional QR codes on receipts, displays or partner apps redeemed instantly
  • Full transaction log per code scan — timestamped and stored for audit
Metrici QR Code Reader →
05

Thermal Analysis for Safety and Security

🔥

Thermal Cameras for Fire Hazard Detection

Thermal analysis deployed to monitor gas station equipment for overheating — a critical early-warning system in an environment where flammable materials are present at every pump.

  • Monitor fuel pumps, storage tanks and electrical systems for temperature anomalies
  • Trigger instant alerts if overheating is detected — preventing fire before ignition
  • 24/7 autonomous monitoring without human operator involvement
Metrici Thermal →
🌡️

Temperature Screening for Health and Safety

In gas stations serving as rest stops or with indoor services — food outlets, convenience stores — thermal cameras screen customers or staff for elevated temperatures as part of health safety protocols.

  • Non-contact temperature screening at indoor entrances
  • Instant alert if elevated temperature is detected, without disrupting the queue
  • Audit log of all screening events — timestamped per individual
Metrici Thermal →
🚒

Automated Emergency Response Systems

Metrici AI integrates with gas station alarm systems to automatically trigger emergency responses — fire suppression, lockdowns or evacuation alerts — when a serious event is detected.

  • Thermal detection of fire hazard triggers suppression system command via MultiController
  • Security breach detected by AI triggers lockdown sequence automatically
  • All emergency events logged with video and thermal evidence for incident review
Metrici MultiController →
06

Vehicle and Traffic Flow Optimization

Engine · Line Counter · Analytics

Traffic Upgrade Using Statistics

AI-powered Metrici systems analyze the flow of vehicles in and out of the gas station — identifying peak traffic times, pump utilisation rates and congestion patterns to drive operational improvements.

  • Measure vehicle throughput at each pump lane over any time window — by hour, day, week or month.
  • Identify peak traffic periods and under-utilised times to optimise pump allocation, staffing and opening hours.
  • Use statistical data to suggest forecourt redesigns or lane reconfigurations that improve customer flow and reduce wait times.
  • Compare performance across multiple sites in a chain — centralized reporting for area managers.
Metrici Line Counter →
Metrici Line Counter vehicle flow at gas station pump lanes Live · Line Counter
Pump lane vehicle flow analysis Every vehicle counted per lane — entry, exit and dwell time tracked for operational statistics
Metrici Parking Place Detector at gas station Live · PPD
Real-time parking spot availability Every parking position monitored — free spots shown on LED displays or mobile app
Engine · Parking Place Detector

Parking Place Detector

Integrating parking place detection via AI video analysis directs drivers to available parking spots in real time — reducing congestion around the forecourt and improving customer experience from arrival.

  • Camera monitors every parking position continuously — detecting free and occupied spots without any in-ground sensors.
  • Live availability data pushed to Metrici LED displays at the entrance, guiding drivers instantly to a free space.
  • Reserved spots for EV charging, disabled access or staff enforced automatically — unauthorised use triggers an alert.
  • Occupancy statistics per spot and per zone — useful for forecourt layout planning and space management.
Metrici PPD →
07

Security Applications

🔍

Metrici LPR for Monitoring Suspicious Vehicles

LPR systems at station entrances and exits scan license plates and cross-reference them with law enforcement databases — identifying stolen vehicles or individuals on watchlists before they reach the forecourt.

  • Every plate read at entry and exit — crossing-referenced against watchlists in real time
  • Instant alert to security staff when a flagged vehicle is detected
  • Prevents fuel theft and other criminal activity through deterrence and rapid identification
  • Full plate log with timestamps and photos — admissible evidence for enforcement
Metrici LPR →
🛡️

Intrusion Detection and Monitoring with Metrici AI

Metrici AI monitors for unauthorized access to sensitive areas differentiating between normal customer behaviour and potential threats.

  • Virtual perimeter for restricted zones — any crossing triggers an instant alert
  • AI distinguishes authorized staff from unauthorized individuals using DNN training
  • Night-time monitoring with thermal cameras covers low-visibility periods without additional lighting
  • All intrusion events saved with photo evidence and exact timestamp for incident management
Metrici Area Counter →
08

Fuel Theft Prevention

🤖

AI and DNN Training for Unusual Behaviour Detection

AI-based video analytics monitor fuel pumps to detect unusual behaviour — such as customers attempting to drive away without paying. DNN models trained to recognise common theft patterns trigger real-time alerts to staff before the vehicle leaves the forecourt.

  • Continuous monitoring of all pump positions for known drive-off behaviour patterns
  • Alert fires before the vehicle exits — staff can intervene
  • DNN improves over time — learns station-specific patterns and reduces false positives
  • Event recorded with video and plate data for police reporting
🚗

LPR for Prevention and Alerts

License Plate Recognition records the plate of every vehicle that fuels at the station. If a theft occurs, the system immediately flags the vehicle's license plate for authorities — providing the evidence needed for rapid response.

  • Every vehicle plate logged at pump entry and exit — full transaction record
  • Drive-off detected — plate flagged, photo captured, alert sent to staff or to police system
  • Known offenders on blacklist trigger pre-emptive alert as they enter the forecourt
  • Full audit trail of all fueling events — exportable for insurance and law enforcement
Metrici LPR →
09

Customer Behavior Analytics

🗺️

AI for Customer Behaviour and Purchase Patterns

In convenience stores attached to gas stations, Metrici AI systems track customer movements and buying patterns — helping to optimize store layouts and product placements, driving sales by positioning popular items in high-traffic areas.

  • Heat maps of customer movement through the store — identify high and low traffic zones
  • Dwell time per aisle or shelf section — understand which products attract the most attention
  • Correlate foot traffic patterns with sales data to optimise product placement and promotions
  • Staffing insights — know which areas and times need the most service resource
Metrici Area Counter →
🎯

Personalized Promotions Using AI

AI analyses customer purchase data and offers personalized promotions through an app or display at the pump. Loyalty programs powered by LPR and QR reading turn repeat visits into targeted, high-conversion marketing insights.

  • LPR recognizes a returning customer — pump display shows a personalized offer as they fuel
  • Purchase history used to trigger relevant promotions — coffee discount for regular coffee buyers
  • QR code at pump links customer to in-app offer — redeemable immediately in the store
  • Promotion performance tracked per offer type — conversion rate measured automatically
Metrici LPR →
Conclusion

A Complete AI Stack for Gas Station Operations

By implementing a combination of Metrici AI, DNN training, Line and Area Counter, vehicle recognition, LPR, QR code reading, and thermal analysis, gas stations can optimise operations, enhance security, improve customer service, and ensure safety compliance across every zone of the facility.

These technologies automate routine tasks, predict maintenance needs before failures occur, monitor security threats in real time, and improve the overall efficiency of gas station operations — resulting in better customer satisfaction, reduced losses, and streamlined management for single sites and multi-location chains alike.

Built on the Metrici Suite

Engines Used in This Application

Every capability on this page is powered by a dedicated Metrici engine — each available standalone or combined in a unified deployment.

Get Started

Smarter Gas Stations Start Here.

From a single site to a nationwide chain — Metrici deploys on your existing cameras and delivers real-time intelligence across every part of your operation, from day one.