Hi everyone! 👋
I have a question about Jira Service Management (JSM), Rovo, and AI capabilities.
One of my clients has recently migrated to JSM Cloud and is exploring how AI features could help improve their service desk operations. Overall, they’re happy with Cloud, but they want to leverage AI to make life easier for their agents.
They handle a high volume of customers and daily ticket creation. JSM is used for both ITSM and non-IT service management. Agents act as first-line support and frequently forward tickets to developers and BA/PM teams.
A major challenge is incomplete or poorly structured requests. Customers often provide insufficient or irrelevant information, which leads to a lot of back-and-forth between customers, agents, and delivery teams, resulting in significant time loss and delays in request resolution.
Even though customers are provided with clear instructions on how to raise requests, as many of you have probably experienced, those instructions are often ignored.
The idea
The client is wondering whether AI could act as a “first checkpoint” before a request is submitted or reaches an agent.
Here’s a simplified example:
- John works in the HR department and submits a request for a new feature in an internal app related to budgets and payouts
- His request should ideally explain what is needed, why, how it should work, and the business process behind it
- Historically, agents often have to ask John follow-up questions because he struggles to clearly describe processes
- Additionally, HR requests often miss legal considerations, resulting in further delays and back-and-forth with the Legal team.
What the client imagines AI could do
At the moment of ticket creation, AI would ideally be able to:
- Recognize that John typically provides weak process descriptions and prompt him to add more details (or help enrich the request)
- Recognize patterns from previous HR requests and prompt for legal-related information when it’s missing
- Analyze historical tickets to determine whether the request contains enough information before allowing it to be submitted.
My questions
- Is something like this achievable with AI / Rovo in JSM?
- Can AI learn from historical requests and patterns?
- Can AI be used during request creation on the portal, or does the request need to be created first before AI can process it?
- Has anyone implemented something similar, or found good workarounds?
Any tips, experiences, or insights would be highly appreciated. Thanks in advance! 🙌
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