AI-assisted IT support and incident management with ServiceNow

By Karl Dyas

Works with

Try this example in Tines 3B

Help employees resolve everyday IT issues and connect them with the service desk when they need more support. AI provides guidance grounded in Confluence knowledge articles, while employees review and confirm requests before creating incidents in ServiceNow. A shared workspace brings together ticket tracking, incident management, service notices, and reporting, giving IT clearer visibility into outstanding work and recurring support needs. Optional Slack integration: Employees can ask the IT assistant questions in a Slack channel and get sourced answers in the thread. When they need more help, a link takes them into the web app to review and confirm a ticket. It’s included for demonstration only, so add authenticated Slack request verification before using it in production.

The problem

IT support often starts with the same questions about account access, connectivity, software, and devices. Employees need to find the right guidance, explain what has gone wrong, and work out when to raise a ticket. When knowledge articles, support conversations, and incident records sit in separate tools, they can end up repeating their issue and the troubleshooting steps they have already tried.

For the service desk, answering routine questions competes with investigating incidents and keeping employees informed. Teams need to identify urgent or unassigned work, spot recurring issues, and understand whether self-service guidance is actually helping. Ticket counts alone do not show which problems employees resolved themselves or where better guidance is needed.

Solution and impact

This workflow brings employee support and incident management into a shared workspace. An AI assistant searches Confluence for relevant guidance and helps employees troubleshoot in context. When an issue needs IT attention, the employee reviews an editable summary, chooses whether to include the conversation, and confirms before an incident is created in ServiceNow.

Employees can track their app-created incidents, review updates, and add comments without starting another support conversation. IT staff use a shared work queue to investigate incidents, review assignments, and make confirmed updates. Published service notices keep employees informed about known issues, while reporting highlights incident trends, resolution times, and topics that may need better knowledge coverage.

The workflow is designed to reduce repetitive support work and give IT more useful context when a request reaches the queue. Employee feedback distinguishes helpful answers from explicitly confirmed resolutions, helping the team assess self-service without assuming that every conversation avoided a ticket. Ticket creation and incident updates remain deliberate, reviewed actions—not decisions made autonomously by the AI.