Cases
What a project looks like in detail
Below are illustrative scenarios assembled to show our approach. They follow the structure of our projects: challenge, solution, technologies, hardware and a measurable outcome.
Illustrative example
These are illustrative examples, not descriptions of completed work. Real projects, client names and figures will be published once approved by the clients.
Illustrative exampleManufacturing
A single service request portal for a manufacturer
- Challenge
- Service requests arrived by email, chat and phone. Response time was not measured and some requests were lost.
- Solution
- A request portal with roles, routing by work type and integration with the accounting system. An AI classifier assigns requests to teams and suggests an owner.
- Technologies
- Web portalERP integrationRequest classificationSingle sign-on
- Hardware
- Application serversResilient storageBackup
Outcome
One request queue and measurable response time for every type of work.
Illustrative exampleEngineering
AI-assisted search across technical documentation
- Challenge
- Engineers spent hours looking for a single clause across thousands of pages of standards and project documents.
- Solution
- Intelligent search across internal documents with answers and links to the source. The model runs in a closed environment; documents never leave the perimeter.
- Technologies
- Document searchGenerative AIAccess controlQuery logging
- Hardware
- GPU serverNetwork storageNetwork segmentation
Outcome
An answer with a link to the original clause instead of manual document review.
Illustrative exampleRetail
Infrastructure modernisation for a retail chain
- Challenge
- Branch hardware was outdated, the network had no redundancy, and recovery after an outage took a full day.
- Solution
- Audit and target architecture, phased hardware replacement, a hybrid design with redundant links and centralised branch monitoring.
- Technologies
- VirtualisationMonitoringBackupCentralised management
- Hardware
- ServersSwitches and routersStorage systemsUPS
Outcome
Clear visibility of every site and a defined recovery time objective.
Illustrative exampleLogistics
Video analytics at a production site
- Challenge
- Safety rule violations in the warehouse were only discovered afterwards, during incident reviews.
- Solution
- Video surveillance with computer vision: zone control, protective equipment checks and dock loading status, with real-time alerts to the dispatcher.
- Technologies
- Computer visionStream processingDispatcher dashboardAccess control integration
- Hardware
- IP camerasVideo analytics serverPoE switchesVideo archive storage
Outcome
An alert at the moment of the event instead of a post-factum recording review.
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