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Can an AI agent answer your inbound support calls?

Researched November 2026

Can an agent do this job today?

Supervised

AI voice agents answer inbound calls in production at several organizations. PolyAI reports that its agent at PG&E, a utility receiving about 16 million calls a year, reached 67% overall containment; that a UK pub restaurant chain has 70% of calls fully contained across 140 sites; and that a retail bank resolves 30% of calls with its voice assistant. All three figures come from the vendor. Intercom documents Fin Voice answering calls from help content and forwarding the caller to a human escalation line when it cannot resolve the conversation. The agent speaks to customers live, so nobody can approve each answer before the caller hears it; review happens by sampling recordings afterwards, and every call needs a working route to a person. That makes the job supervised, not ready.

Abstract illustration of green concentric arcs spreading from a small ring through an amber gate that splits them into two paths
On this page

Can an AI agent do phone support?

Yes, for routine inbound calls, with a person always one transfer away. An AI phone agent for customer service can answer the call, work out why the customer is calling, answer questions from your help content, take bookings, give status updates and send everything else to your team with a summary. Organizations run this in production today. PolyAI reports that its agent at PG&E, a utility receiving about 16 million calls a year, reached 67% overall containment. It also reports that a UK pub restaurant chain has 70% of calls fully handled across 140 sites, and that a retail bank resolves 30% of calls with its voice assistant. These are the vendor's own numbers, they measure different things, and they come from different call mixes.

The difference from chat is that nobody can approve an answer before the caller hears it. Your controls sit before the call (what the agent may say and do), during it (when it must transfer) and after it (reviewing recordings). Treat it as a supervised hire.

This page covers live inbound calls. For written tickets see tier-1 support and ticket triage; for the role as a whole see customer service representative.

What the agent does and what stays with you

Agent

5of 10

  • Answer the call, greet the caller and identify the reason for calling
  • Answer common questions from approved help content
  • Send a link or text so the caller can finish online
  • Route or transfer the call to the right person with context
  • Record the call outcome and summary in the help desk

Agent with review

3of 10

  • Take, change or cancel bookings and appointments
  • Verify the caller's identity before discussing an account
  • Give account-specific status, such as an outage, order or bill

Human

2of 10

  • Issue refunds, credits or bill adjustments
  • Handle complaints, distressed callers and safety-critical calls

10 tasks: 5 agent, 3 agent with review, 2 human

TaskWho does itWhy
Answer the call, greet the caller and identify the reason for callingAgentIntercom and PolyAI both document agents answering calls directly; whether the agent understood the reason can be checked by sampling transcripts.
Answer common questions from approved help contentAgentIntercom says Fin Voice resolves questions using your help content, and PolyAI's cases cover FAQs; a person samples answers against the source articles.
Take, change or cancel bookings and appointmentsAgent with reviewPolyAI reports its agent making, editing and cancelling reservations for a pub chain; bookings are reversible, but a person should review failed or unusual ones daily.
Verify the caller's identity before discussing an accountAgent with reviewPolyAI lists authentication among PG&E's use cases; a person owns the verification rules and reviews failed or suspicious attempts.
Give account-specific status, such as an outage, order or billAgent with reviewPolyAI reports PG&E's agent giving location-based outage updates and answering billing questions; answers depend on system data that someone must keep correct.
Send a link or text so the caller can finish onlineAgentPolyAI documents its agents texting callers links to online resources at PG&E and a retail bank.
Route or transfer the call to the right person with contextAgentIntercom documents forwarding to a human escalation line, and PolyAI reports PG&E's agent routing callers; transfer outcomes are measurable from call logs.
Record the call outcome and summary in the help deskAgentIntercom offers recordings, transcripts and call summaries; a person spot-checks summaries against recordings.
Issue refunds, credits or bill adjustmentsHumanO*NET lists resolving billing complaints by refunding money or adjusting bills as a representative's task; no source here documents a voice agent doing it unsupervised, and it moves money.
Handle complaints, distressed callers and safety-critical callsHumanPG&E's case notes that wrong answers on calls such as gas leaks can have disastrous consequences; these calls go to a person after the agent's first response or routing.

The split follows one rule: the agent can do what a reviewer can check from a recording and undo afterwards, and a person does what moves money or needs judgment about a distressed customer. Answering from help content, routing and logging are checkable by sampling. Bookings, identity checks and account status depend on your systems being right, so a person reviews the failures. Refunds, bill adjustments and complaints stay human. O*NET lists "resolve customers' service or billing complaints by performing activities such as exchanging merchandise, refunding money, or adjusting bills" as a core representative task, and none of the sources here shows a voice agent doing that unsupervised.

Some calls are too risky for an agent to finish at all. PolyAI's PG&E case says the agent handles calls on sensitive topics, including potential gas leaks, "where any wrong answer or error can have disastrous consequences." Decide which of your call types belong in that group and put them on the always-transfer list.

A worked example: one call

Assume, for this example, a home services company that books repair visits.

A customer calls at 7:40 p.m. The agent answers with the company's greeting, says it is an automated assistant and that the call is recorded. The caller says the technician never showed up today. The agent asks for the booking reference, confirms the caller's postcode and name against the booking, and sees the visit was marked "missed, technician delayed." It apologizes, offers the two open slots tomorrow, and the caller takes 9:00 a.m. The agent rebooks, sends a text confirmation and logs the call: "Missed visit, rebooked for tomorrow 9:00, customer asked about compensation."

Because compensation is on the always-transfer list, the agent says a team member will call back about it and creates a callback task instead of promising anything. The next morning a support agent reads the summary, listens to the 2-minute recording, and decides on a credit. The agent did the booking; a person decided the money.

What you need to provide

The agent touches personal data (names, phone numbers, addresses, account details) and keeps voice recordings and transcripts. Give it the least access that does the job:

  • Call forwarding from your support number to the agent, and a separate escalation number that rings real people. Intercom's setup for Fin Voice, for example, asks for a main support line and a separate escalation line, and forwards the call there when Fin cannot resolve it.
  • Help-center content that is current and owned. Intercom lists a knowledge base with "rich, up-to-date support content" as a prerequisite. If your articles are stale, fix them first; see knowledge-base maintenance.
  • Read access to booking, order or account systems through a role that cannot refund, change payment details or close accounts.
  • Written identity-check rules and an always-transfer list.
  • Approved disclosure and recording wording.

Recording and disclosure rules depend on where you and your callers are. Under U.S. federal law, 18 U.S.C. 2511(2)(d) says interception is not unlawful under that chapter where the person is a party to the communication or one party has given prior consent, unless it is done to commit a criminal or tortious act. State laws can add their own requirements. In the EU, Article 50 of the AI Act requires providers to design AI systems that interact directly with people so those people are informed they are talking to an AI system, unless that is obvious from the context; the information must be given at the latest at the first interaction. Ask counsel which obligations apply to your business and the places you take calls from. Our recommendation, not a legal requirement: say it in the greeting on every call.

Turn on recordings and transcripts so you can review the agent. Intercom notes that its recording setting is global for all phone calls, so check that your notice covers every line it applies to.

Job brief template

Use this as the brief for a vendor, an operator or an internal team setting up the agent. Replace the bracketed values with your own.

Copy-ready brief

Goal
Every inbound call to the support line is answered, routine questions and bookings are completed on the call, and every other caller reaches the right person with a summary, during the hours the agent covers.
Deliverable
A live phone line where the agent answers, resolves or transfers each call, with a recording, transcript, summary and outcome tag for every call in the help desk, plus a weekly report of containment, transfers and failed calls.
Inputs
  • Call forwarding from your main support number to the agent's number, plus a separate escalation number that rings your team
  • Your help-center articles and policies the agent may quote, with an owner for each
  • Read access to booking, order or account status systems, through a role that cannot issue refunds or change payment details
  • Identity verification rules: what a caller must confirm before account details are discussed
  • A list of call types the agent must always transfer (complaints, cancellations of contracts, safety issues, legal threats)
  • Your recording and AI disclosure wording, approved by whoever handles legal questions for you
Acceptance criteria
  • Every call opens with the approved disclosure and recording notice, checked on 100% of a 50-call sample.
  • On a 50-call weekly sample, answers match the cited help content with at most 2 factual errors and no invented policy.
  • A caller who asks for a person is transferred on the first request in every sampled case.
  • Every call type on the always-transfer list is transferred, tested with 10 scripted test calls before launch and 5 a month after.
  • Every call has a transcript and outcome tag in the help desk by the end of the day.
  • No refund, credit or payment detail change is made by the agent.
Systems
  • phone system or contact center (for example Zoom Phone, Aircall or Amazon Connect)
  • help desk with call records
  • help center or knowledge base
  • booking, order or account system with read access
Constraints
  • Calls carry personal data (names, phone numbers, account details) and voice recordings; limit retention to your policy and check where the provider stores them.
  • Recording consent and AI disclosure rules vary by jurisdiction; use wording your counsel has approved for the places you take calls from.
  • The agent's system role cannot issue refunds, change payment details or close accounts.
  • The agent quotes only approved help content and does not give legal, medical or financial advice.
Volume
Example: 500–5,000 inbound calls a month
Cadence
Example: live on every call during covered hours, with a weekly transcript review
Human checkpoints
  • Escalation path: any caller who asks for a person, sounds distressed or raises a complaint is transferred to the human escalation line with a summary.
  • Refunds, credits and account closures: a support agent decides and carries them out.
  • Weekly: a support lead listens to or reads a sample of calls and marks errors against the acceptance criteria.
  • Before any change to help content, disclosure wording or the always-transfer list goes live, the support lead approves it and runs test calls.

The always-transfer list and the 50-call weekly sample are the parts to keep. They tell you more than any containment figure a vendor quotes.

What it costs

Human benchmark

Customer service representatives

$44,770

per year (median annual wage)

BLS OEWS 2025 national median for SOC 43-4051, as published by O*NET OnLine ($21.53 an hour); wage only, no benefits or overhead

Source: 43-4051.00 - Customer Service Representatives

Agent price range

$0.038 to $0.31

per minute of call time

Amazon Connect Customer lists voice at $0.038 per minute with standard telephony rates on top and no minimums. Retell AI's pay-as-you-go plan lists $0.07–$0.31 per minute for voice agents, depending on the model and voice chosen, with $10 in free credits and no commitment. Setup, knowledge-base work and help-desk seats are excluded.

Sources: Amazon Connect Customer Pricing, AI Phone Agent Pricing

The two figures use different units. Compare them at your own volume.

The human figure is the 2025 national median annual wage for customer service representatives (SOC 43-4051), as published on O*NET OnLine from BLS data: $44,770 a year, or $21.53 an hour. It is wage only. Dividing the hourly wage by 60 gives about $0.36 per paid minute, but a representative is not on a call for every paid minute, so this is not a per-call-minute comparison.

The agent figures are published per-minute prices from two vendors. Amazon Connect Customer lists voice at $0.038 per minute, with standard telephony rates charged on top, and says it has no minimums. Retell AI's pay-as-you-go plan lists $0.07 to $0.31 per minute for voice agents, depending on the language model and voice, with no commitment and $10 in free credits. Intercom does not publish a Fin Voice price; its documentation says to ask your account manager, and that Intercom Phone usage charges apply to forwarded calls.

Two costs sit outside both numbers: the time your team spends reviewing calls and handling transfers, and the work of getting your help content ready. Neither has a reliable public figure, so measure both in your trial.

Risks and human checkpoints

  1. The agent gives a wrong answer with confidence, such as an outdated policy or a made-up fee.

    How you notice it

    Sample transcripts weekly against the help articles, and track repeat calls from the same number within 48 hours.

  2. A caller who wants a person cannot reach one, or is passed back and forth.

    How you notice it

    Report transfer requests that did not end in a transfer, and calls where the caller asked for a person more than once. Check your phone tool's own escalation defaults; Intercom's conversational Fin guidance, for example, offers escalation after 3 rounds of looping, but that source does not document Fin Voice behavior on calls.

  3. A call is closed as resolved when the caller still needed help.

    How you notice it

    Intercom's conversational Fin guidance notes that phrases like "I'll wait for a resolution" may be read as acceptance and close the conversation; that source does not cover Fin Voice, so review a sample of resolved calls in your own tool and add a rule for such phrases if needed.

  4. Recording or AI disclosure is missing or wrong for some callers.

    How you notice it

    Check the opening of every sampled call, and run a test call after every greeting or routing change.

  5. The escalation line is unstaffed or the forwarding number is misconfigured, so transferred calls drop.

    How you notice it

    Place a test transfer at the start of each covered shift and alert on transferred calls that end within 10 seconds.

Human checkpoints

  • Escalation path: any caller who asks for a person, sounds distressed or raises a complaint is transferred to the human escalation line with a summary.
  • Refunds, credits and account closures: a support agent decides and carries them out.
  • Weekly: a support lead listens to or reads a sample of calls and marks errors against the acceptance criteria.
  • Before any change to help content, disclosure wording or the always-transfer list goes live, the support lead approves it and runs test calls.

The most damaging failure is a caller who cannot reach a person. Set up the transfer before anything else, and test it every day. Intercom's Fin Voice documentation says to forward the call to your escalation line when Fin cannot resolve it, but does not document when a phone call escalates. Its separate conversational Fin guidance, whose examples cover chat, Messenger and email, says Fin escalates directly when a customer clearly asks for a person and offers escalation when the customer is angry or repeats themselves for 3 rounds; that guidance does not verify how Fin Voice behaves on calls. Whatever tool you use, check its phone escalation defaults with test calls and change them if they add friction you do not want.

The quieter failure is a call marked resolved that was not. Intercom's conversational Fin guidance, again not specific to voice, warns that a customer saying they will wait for an update can be read as acceptance and close the conversation. Count repeat calls from the same number as a signal that the first call did not end the problem.

How to run a trial

Run the agent on a narrow slice for 4 weeks before you widen it.

  1. Pick a slice: after-hours calls, or one queue such as bookings or order status. Keep your current team on everything else.
  2. Before launch, place 10 scripted test calls covering each always-transfer type, an angry caller, a request for a person and a caller who fails identity checks. All must route correctly.
  3. Check the greeting on the first day: disclosure, recording notice and the transfer option.
  4. Each week, review 50 calls against the brief's acceptance criteria. Log every wrong answer, missed transfer and false "resolved".
  5. Track repeat calls within 48 hours and transfers that dropped. A missed transfer matters more than ten unnecessary ones.
  6. Time your reviewers and the team taking transfers. Those minutes decide whether the agent saves money.
  1. Pick a slice

    After-hours calls, or one queue such as bookings or order status

  2. Place 10 scripted test calls before launch

    Each always-transfer type, an angry caller, a request for a person and a caller who fails identity checks

  3. Check the greeting on the first day

    Disclosure, recording notice and the transfer option

  4. Each week, review 50 calls

    Against the brief's acceptance criteria; log wrong answers, missed transfers and false "resolved"

  5. Track repeat calls within 48 hours

    And transfers that dropped; a missed transfer matters more than ten unnecessary ones

  6. Time your reviewers and the team taking transfers

    Those minutes decide whether the agent saves money

If the criteria hold for two weeks in a row, add the next queue or extend the hours. For structuring the test, see how to run a paid trial with an AI agent; for writing the brief, how to write a job description for an AI agent; and for ongoing review, how to supervise an AI agent. More support jobs are on the customer support overview.

Sources

  1. 43-4051.00 - Customer Service Representatives

    O*NET OnLine (U.S. Department of Labor)PrimaryAccessed Nov 14, 2026

  2. 18 U.S.C. 2511 - Interception and disclosure of wire, oral, or electronic communications prohibited

    U.S. Government Publishing Office (govinfo)PrimaryAccessed Nov 14, 2026

  3. Article 50: Transparency obligations for providers and deployers of certain AI systems

    European Commission AI Act Service DeskPrimaryAccessed Nov 14, 2026

  4. Conversational Fin experience

    IntercomPrimaryAccessed Nov 14, 2026

  5. AI Phone Agent Pricing

    Retell AIVendorAccessed Nov 14, 2026

  6. Amazon Connect Customer Pricing

    Amazon Web ServicesVendorAccessed Nov 14, 2026

What we could not verify

  • Containment and resolution rates on this page (PolyAI: 30%, 67%, 70%) are vendor-reported for single deployments, use different definitions and are not comparable. No independent study of AI phone agent accuracy on support calls was found.
  • Intercom does not publish a Fin Voice price; its documentation says pricing comes from the account manager. Per-resolution figures for Fin Voice that appear on third-party blogs were not used.
  • California's all-party recording consent statute (Penal Code 632) could not be opened on the official legislature site at research time, so state recording rules are described only as varying, without specifics.
  • The EU AI Act's application date for Article 50 after the Digital Omnibus amendments was not checked; the page does not state when the obligation applies.
  • The per-minute agent prices exclude telephony on Amazon Connect and may exclude it on Retell depending on setup; full telephony costs for a given number and country were not checked.

Use this brief

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