Enterprise shared-services team
AI-assisted knowledge and service-triage pattern for teams with large internal knowledge estates.
Outcome signals
Enterprise IT services and shared services
Teams had large knowledge bases, but agents still spent time searching, summarizing, and routing repetitive requests manually. Leaders wanted AI support without losing source control or governance.
Designed grounded retrieval, workflow integration, answer constraints, evaluation sets, and governance controls for AI-assisted service work.
More consistent service answers, clearer governance, and reduced manual knowledge lookup effort.
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