Paraná, Entre Ríos · Argentina
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Possition IAPossition IAEfficient AI for Business

Public sector · Public-sector agency

Intelligent traceability for the public sector

Computer vision in the field, geo-referenced evidence, and oversight dashboards to control what used to be recorded by hand.

Client
Public-sector agency
Sector
Public sector
Product
Arena Transparente
Services
Artificial intelligence for companiesCustom software development

In numbers

40% menos tiempode registro y consolidación de evidencia en el territorio
1,67xde capacidad de fiscalización con la misma estructura
20%de costo operativo equivalente del subproceso (no implica automáticamente ahorro de caja)

The initial problem

Overseeing territorial operations with incomplete data, scattered evidence, and poor traceability made public control and detecting non-compliance harder.

The previous process

Territorial control depended on manual records and fragmented evidence that was hard to audit and georeference.

The solution implemented

Evidence capture at strategic points with edge computing on Raspberry Pi, OCR and computer vision to identify license plates and vehicle type, API integration, cloud processing, and enforcement dashboards.

How we did it

  1. Capture points in the field

    We installed capture nodes with edge computing on Raspberry Pi at the points where the operation to be controlled actually runs.

  2. Automatic identification

    OCR and computer vision recognize plate and vehicle type, and record each pass with date, time, and location.

  3. Consolidation in the cloud

    Evidence is integrated by API and processed in the cloud, staying available for audit without depending on the device that captured it.

  4. Dashboards for oversight

    The agency reviews activity by period, zone, and vehicle, and downloads reports for control procedures.

Integrated systems

  • Edge AI (Raspberry Pi)
  • OCR and computer vision
  • APIs
  • Cloud
  • Dashboards

The result

More objective auditing, georeferenced evidence, reports for enforcement, territorial traceability, and greater institutional transparency.

What changed in the operation

  • Control no longer depends on manual records.
  • Every movement has geo-referenced, auditable evidence.
  • Oversight relies on objective reports by zone and period.
  • The information supports institutional decisions and procedures.

Frequently asked questions about this case

Can it be applied to other public controls?

Yes. The scheme of field capture, automatic identification, and an oversight dashboard is reusable for any operation recorded by hand today.

What if the capture point loses connectivity?

Processing happens on the device (edge computing) and evidence syncs when the connection returns, with no lost records.

Is the evidence usable in an administrative procedure?

It is designed for that: each record keeps image, identification, date, time, and location, and is exported as a report for the agency.

Tell us which process you'd like to improve

We'll look at how it works today and send back a concrete diagnostic: what to automate, how, and what result to expect. No cost, no commitment.