Using Ticket Resolver to manage incidents
Administrators can triage incident prioritization by defining rules to use the autonomous actions performed by Ticket Resolver. Based on the rules, Ticket Resolver analyzes eligible incidents and if required, modifies the urgency and impact to prioritize the resolution of those incidents. Through its analysis, Ticket Resolver also provides best action recommendations to resolve incidents.
As a service desk agent, you can take informed decisions based on the best action recommendations that Ticket Resolver provides to resolve incidents.
Sentiment analysis
Ticket Resolver autonomously analyzes the language used by the end user in the incident description and subsequent updates to understand the emotional tone of the request. This includes identifying signals such as frustration, dissatisfaction, or urgency. Sentiment is treated as a contextual signal and is used to add qualitative insight to other analyses, such as urgency and impact prediction, especially when technical details are limited or unclear.
Triage prioritization through urgency and impact prediction
Ticket Resolver autonomously analyzes the incident to support triage and prioritization. It predicts urgency (how quickly the issue needs attention) and impact (how broadly the issue may affect users or services) by using the incident description, summary, updates, and available context.
For VIP users, the Ticket Resolver automatically adapts its prioritization behavior to ensure faster and consistent attention. While Ticket Resolver still analyzes ticket data such as the summary, sentiment, urgency, and impact, VIP status acts as an override rule, ensuring the ticket priority is always set to High, regardless of the initially selected or calculated priority. Urgency and impact may still be recalculated based on negative sentiment or widespread impact, but the final priority does not depend on these values, as Ticket Resolver autonomously enforces High priority for all VIP tickets without manual triage.
Best action recommendation
Ticket Resolver automatically generates best action recommendations (BAR) as part of its autonomous analysis. BAR provides context‑aware guidance on possible next steps by analyzing the incident details and user inputs. It considers multiple signals such as incident description, information completeness, related knowledge articles, similar incidents, predicted urgency and impact, and user sentiment to investigate or progress the incident. If the incident lacks sufficient information, recommendations focus on information gathering rather than resolution steps.
Missing information detection and follow‑up
Ticket Resolver automatically evaluates whether the incident contains sufficient information to proceed with analysis and next steps. If important details are missing or unclear, it proactively sends a follow‑up request to the end user to collect the required information and the incident is moved to a Pending state. After the user provides additional information, Ticket Resolver re‑analyzes the incident by using the updated input and refreshes its insights.
Administrators can decide which incidents are eligible for autonomous processing. Service desk agents can control the prioritization and final resolution decisions. Ticket Resolver does not resolve incidents automatically; instead, it provides actionable insights and context to help you focus on resolving issues rather than gathering and interpreting information.
Before you begin
For more information on onboarding, see Ticket Resolver.
How is Ticket Resolver triggered
Ticket Resolver has the following two trigger scenarios:
- When a new incident is created, and the incident meets the qualification rules
- When a work log is added to an already qualified incident, provided the incident is not closed, cancelled, or completed
To configure qualification rules for Ticket Resolver
Ticket Resolver does not run on all incidents by default. Administrators can define the qualification rules to determine which incidents are eligible for autonomous processing.
- As an administrator, log in to BMC Helix ITSM.
- Select More > Configuration > Innovation Studio Configuration.
- In the Settings pane, click Incident Management > Ticket Resolver Qualification Rules.

- Click Rule.
- On the Create Ticket Resolver Qualification Rules screen, select Company, Ticket Resolver Agent User, build a Qualification and then click Save.

Example of using Ticket Resolver
- As an administrator, configure the qualification rules.
- As a service desk agent with Incident Master permission, access the potential incident.
- If the incident qualifies for the rule set by the administrator,
is visible on the incident screen.
Click
to view the activity trail.
- To view sentiment analysis, in the activity trail, navigate to the Sentiment analyzed section.

Ticket Resolver analyzes a negative sentiment based on the incident description and emotional tone of the request. It provides additional qualitative insights for triage prioritization through urgency and impact prediction. - To view urgency and impact prediction, in the activity trail, navigate to the Priority updated section.

Ticket Resolver, through autonomous analysis, updates the urgency from medium to critical based on the negative sentiment and need for immediate attention. It also updates the impact from Significant to Extensive based on a widespread issue. Ticket Resolver, finally updates the priority from medium to high by triage prioritization through urgency and impact prediction. - To view recommended steps to resolve the incident, in the activity trail, navigate to the Best action recommendation section.

Ticket Resolver autonomously generates best action recommendations to guide you on possible next steps. These recommendations may include suggested diagnostic actions, references to similar incidents, or guidance drawn from known resolution patterns.
To get Best action recommendations by using fine-tuned model, see Configuring settings to use a fine-tuned model to generate Best action recommendations for Ticket Resolver - In the activity trail, view the final action, in this case Auto email sent to see the recent action taken.

Ticket Resolver checks incident for missing key details, identifies gaps and automatically initiates a follow‑up request to the end user to collect the required information.When a follow‑up is initiated, the incident is automatically moved to a Pending state until the user responds. After additional information is received, Ticket Resolver re‑analyzes the incident and updates the insights.
- Resolve the incident by making informed decisions based on analysis and recommendations provided in the TRA activity trail.