Raw Code

Skanska

Ticket Classification NLP

NLP models that read incoming service tickets and route them to the right team automatically, replacing manual triage.

What we built

  • NLP classification models for service ticket content
  • ServiceNow API integration for real-time routing
  • Serverless execution on Azure Functions

Growth & metrics

  • ~90% of human classification errors eliminated
  • 50% faster ticket processing

Delivered by Pavlo Holubchykov, Raw Code's Lead ML/AI Developer.

Figures here are as reported by the client engagement record — they haven't been independently verified by Raw Code.

More work

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