MISX – Pattern detection and surveillance tooling for modern law enforcement · Police and Border Guard Board (PPA) case…
Police and Border Guard Board (PPA)

MISX – Pattern detection and surveillance tooling for modern law enforcement

The Police and Border Guard Board is Estonia’s unified law enforcement and internal security agency, operating within the area of government of the Ministry of the Interior and employing around 5,000 people.

Police and Border Guard Board (PPA)

Challenge

MISX, the PPA’s new case management system, needed a modern way to manage the surveillance of objects and persons. The previous solution did not scale, relied heavily on manual work and offered investigators little support in tracking links – between vehicles and persons, for example.

Solution

  • Microservices-based surveillance module. A next-generation MISX surveillance module built on a modular architecture for scalability and adaptability.
  • Automated pattern detection. Surfaces links between entities – for example, connecting a person to a vehicle in the context of a traffic incident.
  • Dynamic form generation. The interface adapts to the data type and context, reducing the need for training.
  • Rule-based automation. Statuses and user permissions change automatically based on rules – age, event deadlines, case status.
  • X-Road data validation. Real-time cross-checks against national registers keep data accurate and up to date.

Results

  • Faster decision-making and significantly more process automation in surveillance workflows.
  • AI-assisted features reduce manual work in identifying relevant data links.
  • The modular structure can also be adapted to future case-handling and administrative workflows.
  • A more responsive public safety tool that saves investigators’ time.
Key takeawayInvestigative workflows gain more from quietly working automated pattern detection than from flashy AI features – speed and reliability matter most.

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