Skip to main content

Can the AI phone agent create tickets and transfer calls to human agents?

Y
Written by Yatheendra Brahmadevera
Updated over a week ago

Direct Answer (TL;DR)

Yes. Brilo AI can create tickets and transfer calls to human agents when those features are configured in your phone flow. Brilo AI voice agent ticket creation (via CRM integration or webhooks) captures caller intent and key entities, then posts structured data to your ticketing system; call transfer (warm or cold transfer) passes session context, transcript, and intent to the human agent so the caller does not repeat information. Both actions can be triggered by caller request, low confidence in intent detection, or custom escalation rules. Brilo AI supports configurable routing, context handoff, and webhook-based ticket creation so these behaviors fit into existing contact-center workflows.

  • Can Brilo AI make support tickets and route calls to agents? — Yes. Brilo AI can create tickets via your webhook or CRM integration and route calls to human agents with context.

  • Can the AI automatically open a case and hand the call to a person? — Yes. When enabled, Brilo AI will create a ticket record and transfer the active session according to your routing rules.

  • How does Brilo AI pass info when transferring a call? — Brilo AI sends transcript, detected intent, extracted entities, and session metadata to the receiving system or human agent.

Why This Question Comes Up (problem context)

Enterprise buyers ask this because ticket creation and transfer behavior affect agent workload, compliance, and customer experience. In regulated sectors such as healthcare, banking, and insurance, buyers need confidence that the AI will collect the right data, avoid exposing sensitive information, and not lose context when a human takes over. They also need predictable routing so human agents receive useful handoff details and ticket records are consistent with their CRM and service processes.

How It Works (High-Level)

When enabled, Brilo AI evaluates the call in real time and can perform two linked actions: create a ticket and transfer the call. Ticket creation is typically executed by formatting extracted entities and a short call summary, then sending that payload to your ticketing system via webhook or CRM API. Call transfer is governed by routing rules and availability: Brilo AI can perform a warm transfer (join-and-announce) or a direct transfer while delivering the session context to the receiving agent.

Ticket creation is the process where the voice agent extracts intent and entities, formats a payload, and posts it to your ticketing endpoint. Call transfer is the routing action that moves an active session to a human agent and includes session context (transcript, intent, and metadata). Session context is the bundle of transcript, detected intent, extracted entities, and recent prompts that Brilo AI attaches to a handoff.

For details on intent detection and how Brilo AI decides when to escalate, see the Brilo AI intent and understanding guide: How Brilo AI determines caller intent and when to escalate.

Guardrails & Boundaries

Brilo AI enforces guardrails so ticket creation and transfers occur only under controlled conditions. Common guardrails include confidence thresholds, explicit caller requests for a human, and safety topics that require escalation. When a confidence threshold is crossed, Brilo AI can either prompt the caller for clarification, create a tentative ticket (with a low-trust flag), or route the call to a human agent.

Confidence threshold is the configurable value that triggers clarification prompts or automatic handoff when intent detection is uncertain.

Brilo AI will not automatically share protected health information or other regulated data unless your telephony, data handling, and legal agreements permit it; your team must configure recording, redaction, and consent settings. See Brilo AI’s human handoff recommendations and capacity guidance: Brilo AI human handoff and escalation guidance.

Applied Examples

  • Healthcare: A patient calls to report post-visit symptoms. Brilo AI extracts the symptom entities, creates a ticket in your triage queue via webhook, and automatically transfers the call to a nurse when the intent matches “urgent clinical follow-up” or the confidence is low. The receiving clinician gets the transcript, intent label, and extracted vitals so they can continue without re-asking basic questions.

  • Banking / Financial Services: A customer calls about an unexpected transaction. Brilo AI creates a fraud inquiry ticket with transaction ID and amount, then routes the call to a fraud specialist if the caller requests a human or if the AI’s fraud-detection rule fires. The specialist sees the automated summary and the call transcript at handoff.

  • Insurance: A claimant reports a new incident. Brilo AI opens a claims intake ticket with policy number and incident details, and schedules a callback (or transfers immediately) to an available claims adjuster when routing conditions are met.

Human Handoff & Escalation

Brilo AI handoffs are workflow-driven. Typical patterns:

  • Caller-request handoff: the caller says “I want to speak with someone” and Brilo AI follows your routing rules to transfer the call.

  • Confidence-based escalation: when intent confidence drops below a set threshold, Brilo AI prompts the caller and, if unresolved, escalates to a human.

  • Safety-topic escalation: defined topics (for example, suspected fraud or clinical emergencies) trigger immediate transfer.

During handoff, Brilo AI sends session context (intent, transcript, entities, timestamps, and recent prompts) to the receiving agent or system so the human agent can resume seamlessly. Handoffs may be warm (Brilo AI bridges in and gives an announcement) or cold (Brilo AI transfers the caller and ends its leg of the call), depending on your telephony configuration and routing rules.

Setup Requirements

  1. Identify the target endpoint (CRMs or ticketing webhook) and obtain an API/webhook URL for ticket creation.

  2. Provide your routing rules and escalation policy so Brilo AI can map intents to transfer targets.

  3. Supply sample call scripts and common intents/entities so Brilo AI can be trained and tuned.

  4. Configure confidence thresholds and safety topics in the Brilo AI console.

  5. Enable and configure call recording, consent, and redaction settings per your compliance needs.

  6. Test handoffs with a staging phone number and validate ticket records and context fidelity.

For setup details and tuning tips, review the Brilo AI naturalness and configuration checklist: Brilo AI voice naturalness and setup guide.

Business Outcomes

When configured, Brilo AI ticket creation and transfer reduce repeat information, shorten human agent ramp-up time, and improve first-contact resolution by delivering structured summaries and full session context. Enterprises in healthcare, banking, and insurance can improve triage speed and reduce caller frustration while maintaining a controlled escalation path for regulated topics.

FAQs

Can Brilo AI create tickets in our existing CRM?

Yes. Brilo AI can post structured ticket payloads to your CRM or ticketing system via webhook or API integration. You must provide the endpoint and map the fields you want Brilo AI to populate.

Will the human agent see the full call transcript?

Yes, when enabled, Brilo AI attaches the recent transcript, detected intent, and extracted entities to the handoff so the human agent receives the context needed to continue the conversation.

Can the AI transfer calls without creating a ticket?

Yes. Ticket creation and call transfer are independent actions and can be enabled or disabled per workflow. You can configure Brilo AI to transfer immediately, create a ticket only, or do both.

How does Brilo AI decide when to escalate to a human?

You control escalation through routing rules, confidence thresholds, caller phrases (for example, “speak to an agent”), and safety-topic triggers. Brilo AI evaluates these in real time and follows the configured policy.

Is sensitive data redacted before creating tickets?

Data handling is controlled by your recording, redaction, and consent settings in Brilo AI. Brilo AI will only include data that your configuration and legal agreements permit; you should validate redaction settings during testing.

Next Step

Schedule a configuration review with your Brilo AI contact or open a setup ticket in the Brilo AI console to enable webhook-based ticketing and routing tests.

Did this answer your question?