Monitor incoming chats, classify as incidents or requests, create or update ServiceNow tickets, summarize updates, and notify stakeholders.
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Executes end-to-end triage from chat input to ticket updates.
Classify incoming chat messages into Incidents, Requests, Follow-ups, Update Actions, or general queries.
Create new Incidents in ServiceNow via the ServiceNow API when the message is an Incident.
Create new Service Catalog Requests in ServiceNow when the message is a Request.
Update existing Incidents with new user-provided information via work notes.
Pull existing Incident/Request work notes and generate concise summaries.
Return a concise summary to the user via webhook; perform optional SerpAPI lookups for general queries if enabled.
Before → 5 real pain points. After → 5 clear outcomes.
Three-step system flow that non-technical users can follow.
The AI agent uses a classifier to determine whether the message indicates an Incident, a Request, a Follow-up, an Update Action, or a general query.
Based on the classification, the agent creates or updates a ServiceNow Incident or Catalog Item, attaching the chat content as context.
The agent compiles relevant details into a concise summary and returns it via webhook to the user and notification channels.
A realistic chat-to-ticket scenario with concrete timing and outcome.
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Roles that gain faster triage and clearer ticket visibility.
Reduces time spent classifying chats and creating tickets.
Gains consistent ticket data and faster status reporting.
Automates routine triage to free skilled engineers for complex issues.
Speeds up provisioning and access requests through catalog items.
Streamlines incident logging and updates with clear summaries.
Receives prompt, understandable updates on ticket progress.
Connects ServiceNow, OpenAI, and optional web lookup for smarter triage.
Creates incidents via API and updates work notes from chat content.
Creates catalog-based service requests and tracks progress.
Classification and summarization of chat content and tickets.
Optional general web lookups for non-ticket queries.
Delivers chat responses and ticket updates to users and channels.
Common scenarios where the AI agent adds concrete value.
Common concerns with practical answers.
Yes. The AI agent supports updating the classification prompts and thresholds to align with your incident vs. request definitions. You can adjust the training data and prompts to reduce misclassification. Any changes apply to new chats automatically, while existing tickets remain intact unless you choose to modify them. This makes the triage behavior predictable and aligned with your policies.
The AI agent is designed to fail gracefully. If the ServiceNow APIs are unreachable, it will queue actions and notify designated channels when connectivity returns. It will not block user workflows; instead, it will surface the error state with guidance for manual follow-up. You can configure retries and explicit fallback messaging for users during outages.
No. SerpAPI is optional and used only when you enable general web lookups. In standard operation, triage and ticketing rely on internal data and ServiceNow APIs. If SerpAPI is disabled, the 'Everything else' category will not perform web lookups.
All interactions with ServiceNow and OpenAI occur through configured credentials with restricted access. Data in flight can be encrypted, and access is controlled via credentials stored in your environment. The AI agent does not store tickets beyond your ServiceNow records unless you enable logging. You should align it with your organization’s data retention and privacy policies.
Yes. The classifier and prompts can be tuned. You can provide example chats and update the prompts to reflect your organization’s language and taxonomy. Any retraining should be tested in a staging environment before sweeping changes to production.
The agent can push updates back to the chat and can notify through channels you enable (Slack, Teams, Email). It ensures stakeholders stay informed with timely, actionable summaries. You can configure which events trigger notifications and in what format.
Triage happens in near real-time as messages arrive. Incidents and requests can be created within seconds to minutes, depending on the complexity of the ticket. The summary generation and delivery of status updates are designed to keep users informed with minimal latency.
Monitor incoming chats, classify as incidents or requests, create or update ServiceNow tickets, summarize updates, and notify stakeholders.
