IT Service Desk Assistant

An employee-facing IT service desk assistant answers routine support questions, troubleshoots common issues, and escalates unresolved cases to human engineers.

Business impact

• IT queries resolved without transfer to a live engineer — American Express reported a 40% increase in issues resolved without transfer.
• Service-desk inquiries resolved independently — Deutsche Telekom reported around 50% of service-desk inquiries resolved independently.
• Ticket deflection — Oracle reported 48% ticket deflection.
• Inbound IT help-desk tickets — Honeywell reported an 80% drop in inbound IT help-desk tickets, attributed to virtual assistants collectively.

Data requirements

• Employee support queries (text) — The assistant reads employee questions about IT issues.
• Service desk tickets and request outcomes (tabular) — Deployments use ticket and resolution outcomes for deflection, routing, and analysis.
• Support knowledge and troubleshooting content (text) — RAG-based deployments require retrieval from support content to answer questions.

AI methods and techniques

• Conversational AI — Used as the employee-facing interface for IT support questions and troubleshooting.
• Generative AI — Used to answer questions and guide users through support flows.
• Retrieval-augmented generation — Named in Deutsche Telekom's deployment to ground responses in support content.
• Triage and routing — Used to classify requests and send unresolved cases onward.
• Root-cause analysis support — Oracle's deployment uses generative AI to analyze outcomes, prioritize systemic failures, and suggest root-cause fixes.

AI models and model families

BERT

Industries

Real-world evidence

9 documented case studies on record.

Companies using this: American Express, Bank of America, Capgemini, Deutsche Telekom, Honeywell, Oracle, Rolls-Royce, ServiceNow, Stanley Black & Decker.