Skip to main content

Deploy Fin Voice

This guide shows you how to configure, test, deploy, and monitor Fin Voice for phone support.

Use this guide to test Fin Voice in your browser, deploy it to a live phone number, and monitor how it's performing. You can simulate calls before going live, configure Fin's voice and greeting, set escalation rules, and view call outcomes in the Inbox.

Fin Voice is powered by Apex Flash, Intercom's latest model built for latency-sensitive tasks, delivering faster, more natural conversations. Apex Flash is automatically applied to existing Fin Voice customers in English-language, US-hosted workspaces.

Overview of the Fin Voice deploy page in Intercom, showing a connected phone line and configuration options for voice, office hours, and escalation.

Fin Voice availability: Fin Voice is currently limited to select customers partnered with our Sales team. If you're not yet opted in to phone, you'll see this landing page and can click Register your interest to join the waitlist. If you'd like to learn more about pricing, please reach out to your account manager.


How do I use Fin Voice?

We recommend following these steps:

  • Prepare your content – Add content to Fin.

  • Test Fin Voice – Use the web app to simulate voice calls and hear how Fin responds. This gives you a clear idea of how Fin works with your support content and handles customer questions.

  • Deploy – Once you’re confident, go to the Deploy page and assign Fin to a phone number (main line or test line). Configure Fin’s behavior, active hours, and escalation rules.

  • Monitor – View Fin phone conversations, including transcripts and outcomes.

  • Analyze – Check performance metrics like resolution rate, involvement, and call duration in your Custom Report.


Prepare your content

To set up your content for Fin you can follow the guide here: Add your support content for Fin.


Test Fin Voice

The Fin preview panel lets you simulate calls in‑browser before any real customers are involved.

Go to Fin AI Agent > Deploy > Voice. The Fin Voice preview panel appears on the right side of the page.

What you can do

  • Hear Fin answer using your own support content and check accuracy.

  • Impersonate real users in your workspace to see how Fin responds to them, using live or example data from your Data Connectors.

  • Switch voices, language, and greeting to find what works for your customers and brand.

  • Simulate a call to a specific phone number in your workspace to see how each line performs.

  • Inspect conversation events after each call — including Knowledge Base citations, Guidance followed, and attribute classifications — in the Inbox.

How to run a test session

  • Go to Fin AI Agent > Deploy > Voice. In the preview panel on the right, click Start call.

  • Wait for Fin to greet you, then start speaking or typing.

  • If prompted, grant your browser microphone permission.

How to configure your Fin Voice preview settings

The preview panel shows two quick-access controls you can change before starting a call:

  • Calling number — select a phone number in your workspace to simulate calling it. Fin loads that line’s configuration into the test session.

  • Testing as — choose a specific user or lead to impersonate. Fin uses that person’s audience rules, content targeting, and Data Connector responses. Defaults to Preview user (no impersonation — Fin uses your full content library regardless of audience rules).

For additional settings, click ••• in the preview panel header and select Settings. The Settings modal contains:

  • Brand — preview conversations scoped to a specific brand’s content.

  • Voice & language — choose the voice and language Fin uses during the call.

  • Greeting — edit the message Fin uses to open the call.

  • Microphone — choose which microphone on your computer to use for testing.


Deploy Fin Voice

When you’re ready, move Fin from testing to a live phone line from Deploy > Voice > Set Fin Live. This is the only way to deploy Fin Voice - it’s not possible to add ‘Fin Voice’ to your existing workflows.

Deploying moves Fin from the sandbox to a real phone line. Work through the settings from top to bottom.

Add a new line

First you will need to connect your phone number by clicking + New line.

Give this line a name and select where you will forward calls from:

  • From a phone number (PSTN)

  • From a SIP URI (VoIP)

All numbers in your workspace appear in the list in the Set Fin live section. Click the edit icon to start configuring the experience.

Note: A phone number will only appear in Set Fin live section once you have purchased a number.

Office hours

Decide when Fin should answer:

  • Office hours

  • Outside office hours

  • 24/7

Configure Fin's voice, language, and greeting

  • Pick your preferred voice (preview voices in the Fin preview panel).

  • Specify your default language per phone line. 29 languages are supported.

  • Write greetings for in‑office and out‑of‑office hours.

Using support content

Fin automatically uses your enabled support content and audience rules.

When to escalate

Set up and enable specific escalation guidance for how Fin handles phone conversations.

The escalation guidance configuration screen in Fin AI Agent, showing options to add and manage voice-specific escalation rules.

Categorize the issue

Optionally enable AI categories for topic‑based routing.

The AI category detection settings screen, showing options to enable topic-based routing categories for Fin Voice calls.

Ask for rating

Choose whether customers are asked to rate their phone experience before the Fin call ends (only when the call is not handed over). Customers can rate their call from 1 to 5 using their phone keypad.

The 'Ask for rating' settings screen showing the option to prompt callers to rate their experience from 1 to 5 using their phone keypad before the Fin Voice call ends.

Smart Routing

Smart Routing directs callers to the right team or workflow based on what they're actually saying, rather than relying on rigid IVR menu options. Instead of requiring callers to navigate numbered prompts, Fin interprets their intent in natural language and routes them accordingly.

To configure Smart Routing, navigate to Deploy > Voice > Set Fin Live and open the routing settings for your line.

If Fin can't resolve the conversation

Use the table below to choose what Fin does when it can't resolve a Fin Voice conversation. You can set different behaviors for inside and outside office hours.

The escalation options screen showing what happens when Fin can't resolve a conversation, with options including Offer a callback, Stay on the call, Handover to a Workflow, Transfer to a teammate, and Forward the call.

Option

Caller experience

When to use

Offer a callback

Fin offers a callback and records a message

Out‑of‑hours

Stay on the call

Fin explains no one is available and shares other contact options

Teams without live phone support

Handover to a Workflow

Will trigger a Workflow in the inbox

Teams who'd like a more customizable flow

Transfer to a teammate

Call will be routed to a human teammate

When you want to loop in a teammate as soon as possible.

Forward the call

The call will be forwarded to the specified phone number

Suitable for 3rd party telephony system integrations

Note: When integrating with an External Provider, the only handover options are Forward the call, Stay on the call or Offer a callback.

If customer hangs up

If Fin resolves the call, decide whether to auto‑close or assign to a QA Inbox to review it.

The 'If customer hangs up' settings screen showing options to auto-close the conversation or assign it to a QA Inbox for review after a Fin Voice call is resolved.


Audience-specific content

You can restrict Fin’s answers to the right customers by scoping its knowledge to distinct audiences.

How to set it up

  • Create / edit an audience: Settings → Data → Audiences.

  • Add your phone number as one of the audience rules (e.g. Phone number is +1 415‑555‑0123).

  • Add that audience to relevant support content.

  • Fin Voice on that line will now quote only the audience targeted content.

An example audience rule showing how to target a specific phone number (e.g. +1 415-555-0123) so that Fin Voice only uses content assigned to that audience on calls from that line.

Caller‑based targeting

When an inbound phone number matches an existing user or lead, any audience rules tied to that contact automatically apply—no extra setup required.


Customize Fin Voice behavior with Guidance

You can customize Fin's behavior for phone calls using Guidance to ensure it aligns with your brand's voice and operational policies. Guidance for Fin Voice functions similarly to guidance for chat and email but is configured in a separate Voice tab.

To add guidance, navigate to Train > Guidance and select the Voice tab. From here, you can create customized guidance for:

  • Communication style: Define the specific vocabulary and terms Fin should use.

  • Context and clarification: Create rules for the follow-up questions Fin should ask to better understand a customer's issue.

  • Handover and escalation: Set up rules for when Fin should route a call directly to your team.

The Train > Guidance screen with the Voice tab selected, showing a list of voice-specific guidance rules that control how Fin Voice communicates and escalates calls.

Note: Guidance configured in the Voice tab only applies to Fin Voice. Other Guidance types are found in the chat and email tab.

You can also view a list of all voice conversations where a specific guidance entry was used, helping you to refine its performance over time.


Configure pronunciation rules

To ensure Fin speaks your brand names, technical terms, and acronyms correctly, you can set up custom pronunciation rules. These rules apply automatically across all voice conversations.

How to add a rule:

  1. Navigate to Fin AI Agent > Settings > Pronunciation Rules.

  2. Click Add rule and enter the term.

  3. Choose one of three pronunciation methods:

    • Phonetic spelling (Recommended): Spell the word exactly how it sounds (e.g., "oh-auth"). No special notation required.

    • IPA (International Phonetic Alphabet): Use standard IPA symbols for precise phonetic representation.

    • CMU (Carnegie Mellon University Pronouncing Dictionary): Use the ARPAbet phoneme-based format (e.g., "OW AO TH").

  4. (Optional) Use Language-specific overrides for multilingual deployments.

  5. Preview the rule with audio playback before saving.

    Click Save. The pronunciation rule is applied immediately to all future Fin Voice conversations.

Why use this? Mispronouncing critical terms like your company name is a "signal" to callers that they are speaking to an AI, which can undermine credibility and increase human escalations.


Connect Fin Voice to your systems to take action

Fin Voice Procedures allow Fin to take action during a call by connecting directly to your systems via API — enabling Fin to fully resolve complex queries like processing refunds or credits, updating subscriptions, editing orders, or completing other multi-step workflows. All of this happens in real time, over the phone, without placing the caller on hold or transferring them.

When your workspace is opted into dynamic procedure triggering, Fin automatically detects when to run a procedure based on what the caller says — there is no per-procedure trigger to configure. Fin evaluates intent in real time and runs the appropriate procedure when the caller's request matches.

Note: Fin Voice Procedures are currently available in closed beta. If you're interested in enabling Fin Voice Procedures or learning more, contact your Account Manager or reach out to our support team and they'll confirm whether your workspace is a good fit and enable it.


Testing your Voice Procedures with simulations

You can test Voice Procedures before and after going live using Simulations - without needing to make real calls.

  1. Define your scenarios, user attributes, and success criteria.

  2. Run the simulation — Fin replicates the full interaction end-to-end.

  3. Review the pass/fail results and trace what happened in the conversation history.

  4. Refine and rerun until the procedure is ready to launch.


Monitor Fin Voice

Every Fin‑handled call appears in Analyze > Conversations, including:

  • Call recording

  • Call transcript – full speech‑to‑text

  • AI summary – quick recap of what happened on the call with Fin

  • Call outcome

  • Knowledge sources – article titles and direct links to the content Fin referenced when answering the caller's questions

These details give your team immediate insight into how Fin performed and what the caller needed.

Conversation parts

Fin Voice calls are stored in the same Conversation Parts format as chat.

Voice conversation parts appear in the inbox in real time, so teammates can open a conversation while Fin is still on a call and watch messages appear as they’re spoken.

Customer turns are marked with a phone icon, and call recordings play inline from the call summary. The same conversation view is available in Analyze and Reporting.

Note: Individual conversation parts are only created for calls with Fin Voice. Calls handled by human teammates don't generate them.


Knowledge sources

After a call ends, the transcript includes the specific knowledge base articles Fin referenced during that conversation — shown as article titles with direct links.

A Fin Voice conversation in the Inbox showing the knowledge sources section, which lists the Knowledge Base articles Fin cited during the call with direct links to each article.

Where to find knowledge sources

  • Fin preview panel — after each test call, in the conversation that appears in the Inbox.

  • Inbox — after any call ends (preview or live), in the conversation events.

Use knowledge sources to:

  • Verify answers — confirm Fin pulled from the right sources for the right reasons.

  • Debug faster — trace any unexpected answer straight back to the article it came from.

  • Improve your knowledge base — spot gaps or outdated content based on real call data.

  • Build trust — full transparency into how Fin handles every call.


Analyze Fin Voice

Create reports

Go to Analyze > Custom Report and filter by Channel = Phone call to see Fin Voice data. All metrics below apply only to calls made on or after 11 June 2025.

The Analyze > Custom Report screen filtered by Channel = Phone call, showing key Fin Voice metrics including resolution rate, deflection, and average handle time.

Key attributes

Use these conversation attributes to filter your Custom Report to Fin Voice calls only.

Attribute

Why it matters

Filter value

Fin involved

Limits results to AI‑handled calls

TRUE

Initial channel

Ensures you’re looking at phone traffic only

Phone call

Fin AI Agent Resolution State (post‑11 June)

How the call ended from the caller’s perspective

Assumed Resolution, Confirmed Resolution, Routed to team

Unknown/No value

Last Inbound Call State

Technical state regardless of Fin; use for abandon / answered checks

e.g. Abandoned in routing/Answered

Note: Fin is counted as involved in a phone call only when the call passes through a Let Fin Voice handle step in a phone workflow, or is handled directly by a Fin Voice deployment. Adding IVR steps, phone menu options, or reply buttons to a workflow does not count as Fin involvement on its own — only calls that reach Fin will appear with Fin involved = TRUE in your reports.

Resolution states explained

  • Assumed resolution – Caller hung up after receiving an answer.

  • Confirmed resolution – Caller explicitly said they were all set, then hung up.

  • Routed to team – Caller asked to speak to a human.

  • Unknown/no value: Caller hung up without getting an answer/call is ongoing/calls not involving Fin

Answered by Fin appears in Last Inbound Call State for all calls Fin handled but did not route to a teammate (e.g. when using Stay on the call escalation mode).

Headline metrics

These metrics give you a top-level view of how Fin Voice is performing on your phone channel.

Metric

Formula

Notes

Resolution rate

Assumed + Confirmed

Measures self‑service success

Deflection %

100 − Routed to team

Share of calls never passed to humans

Abandoned %

Deflection − Resolution

Currently inaccurate for phone.

Avg. handle time

Seconds Fin was on the call

Lower = faster answers

Use Fin Operator

You can also use Fin Operator to analyze Fin Voice calls — ask it to investigate individual conversations, surface trends across your call volume, or debug why Fin escalated or resolved a particular call.

Use Insights

In addition to the Fin AI Agent report, you can analyze your call data within Analyze to get a deeper understanding of performance and conversation topics.

Performance dashboard

Your Fin Voice calls are included in the Performance dashboard. To see data exclusively for your phone channel, you can apply a filter for Channel is Phone call.

Topics Explorer

The transcripts from your Fin Voice calls are used to automatically generate topics in Topics Explorer. This helps you easily spot trends and identify areas where your support content or guidance can be improved.

Note: CX Score is not yet available for phone calls within Insights or Reporting. You may see a CX score applied if a conversation started on the phone but was resolved on a different channel, like chat or email.


Telephony integrations

You can connect Fin Voice with a wide range of third-party telephony systems. This allows you to use Fin Voice's powerful conversational AI while keeping your existing phone provider.

Supported platforms include:

  • AWS Connect

  • Talkdesk

  • CXOne

  • Aircall

  • Dialpad

  • Twilio Flex

  • Zoom Phone

  • Genesys

  • Five9

  • and others

There are two primary methods for integrating your system with Fin Voice: using a standard phone number (PSTN) or using a SIP address.

Integrate Fin Voice to an external phone provider (PSTN)

This guide will show you how to connect an external phone line, known as a Public Switched Telephone Network (PSTN) line, to Fin.

This method allows you to forward incoming calls from your current provider directly to Fin for automated handling. The connection works both ways—if a customer needs to speak to a person, Fin can seamlessly escalate the call back to your team on your existing telephony system.

Before you start, you'll need an active phone number in your third-party telephony system (e.g., Amazon Connect) that currently receives your customer calls.

Create a new line

Your first step is to create a new line in your Fin workspace. This process generates a unique phone number that you'll use to forward calls from your provider.

  1. From your Fin workspace, navigate to Deploy > Voice > Set Fin Live.

  2. Click + New line.

  3. In the "New line" window, fill out the following details:

    • Give this line a name: Choose a name for your internal reference, like "Main Support Line" or "Sales Inquiries".

    • Where will you forward calls from: Select From a phone number (PSTN).

    • What third party will you forward calls from?: Choose Amazon Connect if that's your provider. If you use any other service, select Other.

      The New line setup screen showing fields to name the line, select a forwarding method (phone number or SIP), and choose the third-party telephony provider such as Amazon Connect.
  4. Click Next.

  5. You will now be prompted to purchase a new phone number. Confirm your choice to purchase the number. This number is now assigned to your new Fin Voice line.

You'll know the setup is successful when you see your new phone number displayed in your Fin Voice settings. Be sure to copy this number for the next part of the process.

Set up call forwarding in your external system

Now, you’ll need to configure your current phone provider to redirect incoming calls to the number you just acquired.

  1. Log in to your account with your third-party phone provider.

  2. Navigate to the settings for the specific phone number your customers call.

  3. Locate the "Call Forwarding," "Call Routing," or a similarly named feature.

  4. In the destination or forwarding field, paste the new phone number you copied from above.

  5. Save your changes.

Note: The user interface and terminology can differ between providers. If you can't find the call forwarding settings, please check your provider's help documentation. Remember that some providers may apply charges for call forwarding.

Test your connection

Let’s make sure everything is flowing correctly with a quick test call.

  1. From a separate phone, dial your main public-facing phone number (the one you just set up forwarding for).

  2. The call should be automatically routed to Fin.

  3. Fin Voice should answer the call.

    If Fin doesn't answer, check that call forwarding is saved correctly in your provider and that your Fin Voice line is set to live in Deploy > Voice > Set Fin Live.

If Fin answers, your connection is successful. Fin is now ready to handle incoming calls on that line.

Forward Fin Voice calls to your system

  1. In your own telephony system, create a dedicated phone number or queue specifically for escalations from Fin Voice. This ensures these calls are routed to the correct team.

  2. In your Fin workspace, go to Deploy > Voice > Set Fin Live and configure call forwarding to send escalated calls to the dedicated number in your telephony system.

The call forwarding configuration in Deploy > Voice > Set Fin Live, showing where to enter the external telephony system's phone number to receive escalated calls from Fin Voice.


Integrating with SIP

Session Initiation Protocol (SIP) is an alternative method for forwarding calls over the internet instead of through traditional phone networks, which reduces telephony charges from your vendor. Fin Voice supports SIP deployments and availability is vendor specific.

If you would like to explore a SIP deployment, please reach out to your account team who will enable the feature on your workspace and guide you through setup.


FAQs

Can I get a demo of Fin Voice?

Yes, you can watch Fin Voice in action and use the live interactive demo on fin.ai/voice 😃

Can I test Voice Procedures in the Voice Preview?

Yes. If you have access to Voice Procedures, you can test them in the Voice tab of the Fin preview panel. You can also use Simulations — found in the Procedure editor — to test your flows before and after going live without making real calls. If you're interested in enabling Voice Procedures, please reach out to your Account Manager.

Does the Voice Preview respect audience rules?

Yes, when you use Test as to impersonate a specific user or lead. The preview resolves the selected identity so audience-gated content, Guidance, and user attributes all match that person — the same way a live call works. Without Test as (using the default Preview user), the preview uses your full content library regardless of audience rules.

Can I test Fin Voice in the Workflow builder Preview?

No, the preview option isn’t available for workflows using the "When customer calls" trigger. To test how Fin Voice handles calls, use the Voice tab in the Fin preview panel — available on any Fin AI Agent page under the Service role and in the Knowledge Hub. This lets you simulate calls in-browser and hear how Fin responds before deploying to a live phone line.

How do you define Fin Voice Outcome?

A Fin Voice Outcome is defined as a person asking a question and receiving at least 1 answer (based on your knowledge base content) from Fin and then disconnecting from the call or the call is disconnected for any reason.

If a caller abandons the call while Fin is transferring, does that count as an outcome?

No, if a call is abandoned while it's being transferred or forwarded to your team, this does not count as an outcome.

How do you charge for Fin Voice?

Contact your account owner to learn more about pricing. Once agreed, Fin Voice pricing will be set out in your Order Form with Fin.

What happens if a customer speaks while Fin is talking?

If a customer speaks while Fin is mid-response, Fin will stop talking and listen and it won't talk over the customer. This is expected behavior.

Does Fin Voice always try to gather more information before escalating to a teammate?

It depends on whether escalation guidance has been configured.

  • With escalation guidance set, Fin will escalate immediately when the guidance conditions are met.

  • Without escalation guidance, Fin may first ask a clarifying question to understand what the caller needs — so it can route them to the right team and provide relevant context to the agent receiving the handover.

This behavior is not deterministic: Fin may sometimes escalate straight away, and other times ask a clarifying question first. If the caller insists on speaking with a human, Fin will proceed with the escalation.

Why does Fin respond differently over phone than over chat?

Fin Voice is intentionally more conversational than Fin over chat — and that's by design, not a defect.

On a phone call, customers expect a natural back-and-forth exchange. Fin Voice asks clarifying questions, confirms understanding, and works through issues step by step, rather than delivering a single comprehensive answer. Chat, by contrast, suits concise, self-contained responses that customers can read at their own pace.

Can I customize the handover message in a Fin Voice workflow deployment?

Yes, the handover message (e.g. "Please hold while we transfer you to an agent") is fully customizable in both simple and workflow deployments.

  • Simple deploy: Go to Deploy > Voice > Set Fin Live, scroll to the escalation options, and find the Handover message configuration dropdown to edit the message Fin speaks before transferring the call.

  • Workflow deploy: Open your phone workflow, click the Let Fin Voice handle step to open the settings panel, and find the Handover message configuration dropdown. Customise the message Fin will speak before handing over the call, then click Done.

Can I stop Fin from saying phrases like "Let me look into that for you" before answering?

No. Before generating each answer, Fin Voice sends a brief acknowledgement phrase (such as "Let me look into that for you") to bridge the latency while it searches your knowledge base. This is intentional: it replaces silence with a natural-sounding response while Fin processes the caller's question.

Note: Guidance cannot suppress this phrase. Guidance applies to Fin’s answer content only — the acknowledgement is sent before Fin’s answer is generated, so it is outside the scope of guidance entirely. This behavior is not currently configurable.

What can Fin Voice do during a call?

  • Complex query handling via Procedures - Fin can follow multi-step workflows, e.g. processing refunds, updating subscriptions, editing orders, in real time without placing the caller on hold.

  • Real-time tool calling - Fin connects to your systems and takes action mid-call.

  • Data connector and API support - integrate with your backend to look up and act on customer data.

  • Actions and thinking log - full visibility into what Fin did and why during each call.

What call quality features does Fin Voice include?

  • Brand term pronunciation - teach Fin how to say your company name, product names, and technical terms.

  • Background noise reduction — ambient noise is filtered to prevent false interruptions.

  • Wide variety of voices and accents to match your brand.

  • Adapts to caller speech patterns — Fin adjusts dynamically to each caller.

  • Accurate intent detection — better understanding of what callers are asking, even with ambiguous phrasing.

What insights and reporting does Fin Voice include?

  • Real-time topic insights - see what callers are asking about as calls come in.

  • One-click recommendations - Fin surfaces suggested improvements based on call data.

  • Automated feedback collection - gather caller feedback without manual setup.

What telephony systems does Fin Voice integrate with?

Fin Voice integrates with a wide range of third-party telephony providers, including Talkdesk, Amazon Connect, Zoom, Aircall, CXOne, Five9, and more.

For setup instructions, see our telephony integrations.


💡Tip

Need more help? Get support from our Community Forum
Find answers and get help from Intercom Support and Community Experts


Did this answer your question?