How We Enhanced IT Service Management with ServiceNow Generative AI Implementation
The Government of Alberta modernized IT service management with a ServiceNow Generative AI solution — intelligent ticket routing, RAG-powered knowledge search, and an LLM virtual agent.
At a Glance
Our client, the Government of Alberta (GoA), is responsible for the overall administration of the Canadian province of Alberta. Supporting 22 ministries and over 30,000 public services, GoA focuses on delivering efficient citizen services while promoting transparency, accountability, and engagement. As the volume and complexity of IT support requests increased, GoA sought to improve incident management, accelerate issue resolution, and enhance the overall support experience for employees and citizens.
Challenge
Manual ticket triaging, inefficient routing, and limited self-service capabilities impacting IT support efficiency
The client relied on traditional IT service management processes that required support teams to manually review, categorize, and route incidents to the appropriate teams.
Ticket assignment often depended on predefined rules and manual intervention, which could delay issue resolution and increase operational overhead.
The existing virtual agent relied on keyword-based NLU models and predefined utterances, limiting its ability to understand user intent and provide contextual assistance.
Support agents frequently spent time searching through knowledge articles and historical records to identify relevant solutions, resulting in longer resolution times.
The client wanted to improve ticket routing accuracy, enhance self-service capabilities, provide proactive support updates, and enable faster issue resolution through AI-powered automation.
Solution
Building an intelligent ServiceNow-powered IT support experience with Generative AI
We analyzed the client's existing IT service management processes and implemented a Generative AI-powered solution within ServiceNow to streamline incident management and improve service delivery.
Our team developed an intelligent queue rerouting capability that leverages AI, historical incident data, and knowledge articles to automatically direct tickets to the most appropriate support teams.
We implemented a contextual Retrieval-Augmented Generation (RAG) search solution that analyzes incident descriptions and surfaces the most relevant knowledge base articles for both end users and support agents.
To improve conversational support experiences, we replaced the legacy keyword-based NLU model with an advanced LLM-powered semantic understanding model. This enabled users to describe issues naturally while the virtual agent accurately interprets intent, retrieves relevant information, summarizes content, and guides users toward resolution.
We also implemented AI-powered ticket summarization capabilities that provide users with real-time visibility into active incidents and requests, improving transparency and communication throughout the support lifecycle.
Benefits
Improved service delivery, faster resolutions, and enhanced user experiences
The client was able to significantly improve incident management efficiency by automating ticket triage and routing processes.
Support teams experienced faster issue resolution through AI-assisted knowledge discovery and context-aware recommendations.
Employees benefited from proactive updates, improved self-service capabilities, and more natural interactions with the virtual agent.
The organization achieved higher ticket assignment accuracy, enabling incidents to reach the right support teams more quickly and reducing delays caused by manual intervention.
By combining Generative AI, intelligent automation, and ServiceNow capabilities, the client established a more efficient and scalable IT service management framework capable of supporting future growth and evolving service demands.
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With expertise in ServiceNow, Generative AI, and intelligent automation, we help organizations modernize IT support operations, improve service delivery, and enhance user experiences.
Whether you're looking to optimize incident management, automate ticket routing, improve self-service capabilities, or leverage AI-driven support experiences, our team can help accelerate your digital transformation journey.
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