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VEHICLE INTELLIGENCE, REIMAGINEDBUILT BY BITLLIANT / HONG KONG

MudCar AI

Every car.
A deeper insight.

From car to customer insights.
Identify the vehicle. Understand the opportunity. All in a snap.

See what MudCar does ↓Explore case studies ↗
MUDCAR / VEHICLE INTELLIGENCE
Illustrative SUV arriving at a car park entrance ACCESS · GRANTED 01 / PARKING INTELLIGENCEIllustrative detection preview

Every arrival holds an insight.

Turn a vehicle image into useful customer context.

Vehicle type
SUV
MudCar insights
Brand · model · value
See real recognition ↗
ONE IMAGE. A NEW PERSPECTIVE.SCROLL TO EXPLORE ↓

01 / THE INTELLIGENCE

One image.
Beyond the obvious.

MudCar is an AI car identifier. From brand and model to variant and estimated value, it turns the cars you see into insights you can use.

2,000+

Cars recognized across brands,
models, and variants

< 1 sec

From a single image
to vehicle identification

One image

Brand. Model. Variant. Value.
A richer customer profile.

02 / FROM RECOGNITION TO ACTION

Go beyond
brand and model.

A vehicle tells you more than what is on the road. See how MudCar turns recognition into useful context for traffic planning, retail experiences, and EV charging.

01 / VEHICLE DEMOGRAPHICS

Don’t just count traffic.
Understand what’s moving.

Traffic volume is only part of the picture. MudCar identifies vehicle brands, models, and variants from camera images, adding vehicle demographics to your view of a road or area.

What you learn
The mix of vehicles passing through highways, congestion zones, and other locations.
Where it helps
Traffic analysis and urban planning, with more context about how different areas are used.

IN THE DEMO See vehicle recognition applied to traffic footage.

MudCar vehicle demographics demonstration video previewWATCH THE DEMONSTRATION
Vehicle demographic analysis · BitlliantOpen on YouTube ↗

02 / COMMERCIAL RETAIL

The customer journey
starts at the entrance.

As vehicles enter your car park, MudCar recognizes their brand and model and estimates their value. These vehicle insights add context to your understanding of visitor demographics.

Connect the insight
Share vehicle information with a digital signage system after a customer parks.
Make it relevant
Use that context to support more relevant advertising and a better-informed retail experience.

IN THE DEMO Follow the connection from vehicle recognition to customer insights.

MudCar customer demographics demonstration video previewWATCH THE DEMONSTRATION
Customer demographic insights · BitlliantOpen on YouTube ↗

03 / SMART INFRASTRUCTURE

Keep charging spaces
for the vehicles they serve.

MudCar authenticates electric vehicles at charging stations to help prevent space misuse. Recognition gives operators the information they need to apply the right access rules.

See the Hong Kong charging story ↗
Illustrative electric SUV plugged in at a marked EV charging bay in an indoor car park Illustrative detection preview
Charging-space recognition · Bitlliant
  1. 01

    Capture

    A camera sees the arriving vehicle.

  2. 02

    Recognize

    Identify the vehicle and its relevant characteristics.

  3. 03

    Apply

    Use the result to support charging-space rules.

Continue to EV charging ↓

01 / PARKING INTELLIGENCE

An entrance to
understanding.

01 / 03

See the car.

A car arrives. A single camera image is all MudCar needs to begin.

SCROLL TO REVEAL ↓
Continue to case studies ↓

02 / SMART INFRASTRUCTURE

A smarter space.
For a greener future.

01 / 03

Recognize the arrival.

Vehicle intelligence starts before the charging session does.

SCROLL TO REVEAL ↓

03 / CASE STUDIES & NEWS COVERAGE

Real places.
Meaningful impact.

Look closer at vehicle intelligence in use in Hong Kong, from public housing to EV charging. Explore the deployments and the independent reporting behind them.

EXPLORE THE COVERAGEi-CABLE TVB News 點新聞 ezone
i-CABLE coverage of vehicle intelligence and the Housing Society property technology programmeWatch the news report ↗

Report image: i-CABLE News · 28 July 2026

PROPERTY TECHNOLOGY / HONG KONG HOUSING SOCIETY

Vehicle insights.
Better-informed reviews.

MudCar technology is in use by the Hong Kong Housing Society to support reviews of possible tenancy abuse. Vehicle identification and estimated values give staff information to investigate and assess.

2+Housing estates
2024In use since

Cameras at car park entrances capture arriving vehicles. The system identifies vehicle details and estimates value; Housing Society staff review the information and exercise professional judgement.

i-CABLE 有線新聞

AI vehicle analysis joins Hong Kong’s property technology programme.

Coverage of the Housing Society–Cyberport programme explains how Bitlliant combines vehicle identification and value analysis to support staff reviews.

Watch / read report
TVB News 無綫新聞

Inside vehicle recognition at two or more housing estates.

TVB reports on entrance cameras, vehicle-value analysis, and how the resulting information is passed to Housing Society staff.

Watch / read report
Launch of the Inchcape and Caltex charging station in Hong Kong, as covered by DotDotNewsExplore the launch coverage ↗

Report image: 點新聞 · 10 February 2026

SMART INFRASTRUCTURE / EV CHARGING

A real station.
A smarter way to charge.

Bitlliant’s technology is being adopted at EV charging stations. Coverage linked from our original site spotlights the Inchcape–Caltex station on Po Kong Village Road, launched in February 2026.

Recognize the vehicle
The reports describe AI cameras checking electric-taxi features to verify vehicle identity.
Support the service
Recognition supports dedicated taxi charging arrangements and a more useful reservation experience.
點新聞 DotDotNews

Inchcape and Caltex introduce AI camera recognition at a charging station.

The launch coverage describes vehicle verification and dedicated charging arrangements for electric taxis.

Read report
ezone

A closer look at AI recognition and the charging reservation experience.

On-site coverage explores how taxi features are recognized and how drivers book charging through the app.

Read report

04 / THE TECHNOLOGY

Designed in-house.
Trained for the real world.

We go beyond transfer learning. Our deep-learning neural network is designed, trained, and fine-tuned specifically for the car domain.

FROM SNAPSHOT TO INSIGHTMUDCAR AI
MudCar app screenshot showing a vehicle before identification
01 / See a car
MudCar app screenshot showing the AI vehicle identification result
02 / Know the car

MudCar app demonstration

01

Different cameras. Same intelligence.

Top-mounted CCTV, car park entrance cameras, or a snapshot that captures only part of a car. MudCar works across real-world environments.

02

More context in every capture.

Recognize license plates, estimate vehicle value, and suggest driver profiles alongside vehicle identification. Our existing technology reports nearly 100% license plate recognition accuracy.

03

A proprietary AI pipeline.

Our own data pipeline continuously builds our database to maintain quality, taking us beyond commonly available image datasets.

YOUR NEXT MOVE

See what’s possible.
Start with a conversation.

Explore a pilot project or book a MudCar AI demo.

Let’s build something brilliant →