ANPR system stabilization

Stabilizing a real-time monitoring system processing 200 million data points daily.

use casearchitectureautomation

Client

Belgian Federal Police

Timeline

11 months

Service

Project Recovery

Impact

99.9% uptime restored

project

ThecoreAPIwasbrittle,dataflowswerefragmented,andeachfixaddednewuncertainty.Teamshadlostconfidenceinreleasesandincidentmanagementdominatedtheroadmap.

Ourmissionwastorestorereliabilityfirst,thenrebuilddeliveryspeedwithoutsacrificingoperationalsafetyforofficersinthefield.

We mapped runtime failures and identified API, database, and deployment bottlenecks.

We refactored high-risk modules, introduced safe migration layers, and automated CI/CD guardrails.

We transferred ownership with runbooks, alerting standards, and incident drills.

We optimized PostgreSQL queries, introduced resilient connection pooling, and added deep observability across critical workflows.

Query latency reduced by 80% on the highest traffic endpoints.

Zero-downtime deployment process for key backend components.

Unified dashboards and alerts for API, database, and processing jobs.

impact

99.9%Technical uptime

60%Production incidents reduced

60%Delivery cycle-time reduction

100%Operational readiness score