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Level: AdvancedComputer vision

OCR for ports and terminals: container, plate and seal read at the gate

Computer vision that reads container numbers (ISO 6346), license plates and seals and records damage, integrated with gate appointments and the terminal's TOS.

01The problem

Gates with manual checks of container, plate and seal create truck queues, typing errors and disputes over damage.

02How we solve it

Cameras and vision models read the container number, license plate and seal and capture damage images, checking them against the appointment and the terminal operating system (TOS).

03How it works

01Gate02Vision reads03Check04Record
  1. Gate

    The truck enters the gate lane, where the cameras are installed.

  2. Vision reads

    The container number (ISO 6346), plate and seal are read automatically.

  3. Check

    The reads are checked against the appointment and the terminal operating system (TOS).

  4. Record

    The passage is recorded with images, including any damage.

The highlighted step is the check: anything that fails the rules goes back for review instead of moving on.

04What changes in practice

  • A faster gate. Container, plate and seal read as the truck passes.

  • Fewer typing errors. Every read is checked against the appointment and the TOS.

  • Shorter disputes. Damage recorded with photo, date and time.

05What you get

  • Container, plate and seal reading
  • Matching against appointments and the TOS
  • Photo record of damage
  • Gate performance dashboard

06How the pilot works

Scope
One gate lane
Timeline
6 to 10 weeks

What we measure

  • correct read rate
  • truck cycle time
  • manual interventions

Metrics are agreed before we start. With the numbers in hand, you decide whether to move to production.

07Pricing

Pricing

Custom quote after a free assessment

Billing: project plus ongoing support.

Every project is quoted in writing after a free assessment, in US dollars or euros.

08Who it's for

  • Container terminals and dry ports
  • Truck staging yards and logistics operators
  • Bonded warehouses with high-traffic gates

Industries where this service comes up most:

09Frequently asked questions

How much does an OCR system for a terminal gate cost?

Every project is quoted after a free assessment, based on scope, volume and the systems involved. You get a fixed-price proposal in writing before any work starts.

How long until OCR is running at the gate?

The pilot takes 6 to 10 weeks. Typical scope: one gate lane.

Does it integrate with our TOS?

Yes, through an API or file exchange with the terminal system.

Is the container check digit validated?

Yes. The number read is validated with the ISO 6346 check digit before it's compared with the appointment.

Who builds it

Osney A. de Souza

AI engineer · Joinville, Brazil

Five years of software development and AI systems in production. The person who handles your project is the one who designs it and writes the code.

  • Runs an AI-assisted audit platform in production, backed by thousands of automated tests
  • License plate recognition with deep learning for large-scale video monitoring
  • Software Engineering student (Univille, expected 2027)

Free assessment

Let's see if this fits your case

Tell us how the process works today, the rough volume and the systems involved. If it makes sense, you'll get a pilot proposal with scope, timeline and metrics.

Send an emailjuniorthesouza017@gmail.com Message on WhatsApp(47) 98864-2296

Tell us about the process, the rough volume and the systems involved. You'll hear back from the engineer who would build it.

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Pilot
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Pricing
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