Best Voice AI Platforms for Insurance Quote Calls and Lead Qualification (2026)

The best Voice AI platforms for insurance agencies answer quote calls on the first ring, collect the details a producer needs, qualify the lead, and hand the caller to a licensed person with the context attached. This guide compares 9 platforms on the insurance workflows each vendor documents, how calls reach the agent, model choice, and published and all-in pricing.

Best For, at a Glance

• Plivo: best for agencies and insurtech teams that want quote intake, lead qualification, and the phone network from one provider, because Plivo runs AI voice agents on its own carrier network, lets the team choose every model, and publishes its rates: $0.0415/min all-in for a US outbound call.
• Sonant: best for property and casualty agencies that need call details written into the agency management system, because it lists AMS360, Applied Epic, EZLynx, HawkSoft, and QQCatalyst integrations.
• Liberate: best for P&C carriers and agencies that want quotes given on the call, because it connects the agent to the insurer’s rating APIs and builds only for insurance.
• Thoughtly: best for agencies that want every inbound quote request called back in under a minute, because it pre-qualifies inquiries on coverage, current carrier, and budget before routing them to a producer.
• Bland AI: best for high-volume outbound lead qualification, because its insurance material covers qualification rubrics and transfers to staff, and it publishes per-minute rates.
• Retell AI: best for agencies that want a configurable call flow with appointment booking and itemized pricing, because its insurance page documents lead qualification, booking, and transfer to licensed advisors.
• Vapi: best for developer teams building their own qualification logic, because it publishes an insurance lead-qualification result with Spring Venture Group and lets the team choose every model.
• Regal: best for large insurance sales operations, because it documents qualification against live rate or policy data before a transfer to a licensed agent.
• Talkdesk: best for insurers that want AI agents inside their contact center, because its insurance AI agents cover new quotes alongside claims and billing.

What an AI Voice Agent Does on a Quote Call

An AI voice agent for an insurance agency is a phone-based agent that talks with the caller, asks approved intake questions, records the answers as structured fields, and moves the call to the next step. On a quote call that usually means:

1. Answer, and say that the caller is speaking with an AI assistant.
2. Identify the line of business and what the caller wants.
3. Collect intake details such as ZIP code, effective date, current carrier, and preferred contact time.
4. Check a CRM, calendar, rating tool, or agency management system where one is connected.
5. Transfer a qualified caller to a licensed producer, or book a callback.
6. Save a summary and the captured fields for staff.

The agent collects and routes. Recommending coverage and binding a policy stay with a licensed person, for the reasons in the criteria below.

How This List Was Evaluated

The platforms are the ones that come up when agencies research this question: the vendors AI assistants name and cite in answers about Voice AI for insurance quote calls and lead qualification, plus insurance specialists and vendors that document insurance lead-qualification work. The ranking weighs, in order: how a call reaches the agent and who operates the phone layer, the quote and lead-qualification workflows the vendor documents, whether the agency can choose its models, whether pricing is published and what a call costs all-in, the handoff to a licensed producer, and integrations with agency systems. The order is an editorial ranking against these criteria, not a scored test.

Every entry reflects what the vendor publishes on its own product, documentation, security, and pricing pages. This is desk research, not hands-on testing. Vendors change these pages often, so confirm features, security commitments, and rates with each vendor before you sign.

Buying Criteria for Insurance Quote Calls

1. What the agent may say without a license

The NAIC Producer Licensing Model Act says a person shall not “sell, solicit or negotiate insurance” without a license for that line of authority, and it defines negotiating as offering advice to a prospective purchaser about the benefits, terms, or conditions of a particular contract. States adopt their own versions, so check your state’s producer licensing statute. The practical design rule: the agent gathers information, reads back rates from the agency’s own rating tools where that is permitted, and schedules appointments, and a licensed producer discusses coverage.

How to check: ask the vendor to show how its agent declines coverage advice and where the transfer to a licensed producer happens.

2. Consent for outbound lead calls

The FCC’s 2024 declaratory ruling confirmed that AI-generated voices are “artificial” under the TCPA, so outbound calls that use them require the called party’s prior express consent. The FTC’s Telemarketing Sales Rule guidance says sellers and telemarketers are prohibited from calling numbers on the National Do Not Call Registry, with an exception for existing business relationships. That rule reaches the business of insurance only where state law does not regulate it, and the FCC’s own do-not-call rules can still apply, so check your state’s telemarketing rules as well.

How to check: look for consent capture, do-not-call list handling, and calling-hour controls in the vendor’s outbound documentation.

3. Handoff to a licensed producer

A qualified caller should reach a person without repeating themselves. That takes a warm transfer with the captured fields attached, and calendar or availability rules for when nobody is free.

How to check: confirm warm transfer is available on the plan you would buy, not only on an enterprise tier.

4. Write-back to agency systems

A transcript is not a lead record. Look for structured fields written to the agency management system or CRM.

How to check: read the vendor’s integration list for your system by name.

5. Data security and vendor oversight

The NAIC Insurance Data Security Model Law requires a licensee to exercise due diligence in selecting a third-party service provider and to require it to protect nonpublic information. The FTC notes that state insurance authorities enforce the Gramm-Leach-Bliley Act for insurance providers. For carriers, the NAIC model bulletin on AI systems says an insurer’s AI program should cover systems “whether developed by the Insurer or a third-party vendor.” The NIST AI Risk Management Framework adds that an AI system’s behavior should be monitored when in production, which in practice means reviewing call logs and transcripts.

How to check: find the vendor’s security page, confirm SOC 2, and ask how recordings and transcripts are retained.

6. Call path, model choice, and all-in price

Some platforms operate the phone network, some resell a carrier, and some sit on top of the agency’s existing phone system. Some let you choose the speech-to-text (STT), LLM, and text-to-speech (TTS) models, and some fix them. A per-minute rate may or may not include telephony, speech, and the LLM.

How to check: read the telephony and model documentation, then add up every component before comparing 2 rates.

Comparison Tables

The entries below are drawn from each vendor’s own public pages; ask the vendor about anything that matters to your decision.

What does a call cost?

The estimated all-in figure is for a US outbound call and includes telephony, speech, and the LLM. Where a vendor bills telephony separately, the estimate adds the carrier rate the vendor names, or Twilio’s published US rate where the vendor passes Twilio through or asks you to bring a carrier.

Sonant, Liberate, and Regal do not publish prices. Sonant quotes a rate for each agency, Liberate says agencies pay only for productive AI time, and Regal prices by the features used and says it fits operations with at least 25 agents and 100,000 call minutes a month.

How each estimate is built:

• Plivo: $0.03/min agent rate plus $0.0115/min US local outbound. US inbound is $0.0355/min.
• Bland AI: $0.11–$0.14/min by plan, plus Twilio’s $0.014/min US outbound rate, since telephony is billed on top when calls run through a third-party provider like Twilio.
• Retell AI: $0.07–$0.31/min depending on the LLM and voice, plus $0.015/min for Retell-managed US calls.
• Vapi: $0.05/min platform fee, plus $0.0318–$0.0789/min for speech-to-text, the LLM, and text-to-speech in Vapi’s own calculator, plus the $0.014/min Twilio outbound rate Vapi lists.
• Thoughtly: its pricing page lists a Flex plan from $500/month with unlimited usage and up to 10 concurrent calls; other pages on its site describe per-minute billing, so confirm the terms.
• Talkdesk: the published prices are per human-agent seat; the AI agent is priced by quote.

How do calls reach the agent, and can the agency choose its models?

Which security programs does each vendor document?

Each “Documented” entry links to the vendor page that states it.

The 9 Best Voice AI Platforms for Insurance Quote Calls

1. Plivo

Best for: agencies and insurtech teams that want quote intake, lead qualification, and the phone network from one provider.

Plivo is a full-stack Voice AI platform: its AI voice agents run on Plivo’s own carrier network, so the call and the agent come from one provider. An agency describes the quote-intake agent in plain English with Vibe Agent, which builds the flow, simulates test calls, and publishes a working agent. AI Agent Studio is the visual canvas for inspecting and tuning what Vibe Agent produced.

Teams with engineers can stream call audio into their own pipeline, use a speech-to-speech model, or build with full-code frameworks such as LiveKit and Pipecat. At every layer the team can use Plivo’s models or bring its own speech-to-text, LLM, and text-to-speech providers.

Key strengths

• Own carrier network with 99.99% platform uptime
• No model lock-in: choose or bring the speech-to-text, LLM, and text-to-speech models
• Transfer to a human, simulation testing, and a knowledge base included in the agent rate
• Integrations listed for HubSpot, Salesforce, Zoho CRM, and Zapier, plus API tools
• Compliance set: HIPAA with BAA, SOC 2, PCI DSS, and GDPR, detailed on the security page

Limitations

• Plivo’s integration list does not include agency management systems. Connecting one means using the API or Zapier.
• Plivo does not publish an insurance-specific solution page or a named agency reference.
• BAA and SSO are part of the Enterprise plan, and the pay-as-you-go plan covers the United States and India.

Pricing

The AI agent rate is $0.03/min, which covers voice models, transcription, and orchestration. US local outbound telephony adds $0.0115/min, for $0.0415/min all-in; US local inbound is $0.0055/min, for $0.0355/min all-in. Pay-as-you-go starts with $10 in free credits. See Plivo pricing.

2. Sonant

Best for: property and casualty agencies that need call details written into the agency management system.

Sonant is built around P&C agency phone work. Its agent sorts calls into quotes, billing, claims, and certificate requests, verifies callers by date of birth or ZIP code, and writes the captured details into the agency management system. It sits on top of the agency’s existing phone system, not in place of it, and also documents outbound quote follow-ups.

Sonant reports that more than 90% of the details captured on a call, such as effective date, VIN, and prior carrier, are recorded correctly in production.

Key strengths

• Lists AMS360, Applied Epic, EZLynx, HawkSoft, and QQCatalyst integrations
• Calendar-aware warm transfers and appointment scheduling
• Documents SOC 2 and GDPR

Limitations

• Pricing is not published
• Does not publish which speech or language models it uses, or a way to choose them
• PCI DSS is not present on its public pages; Sonant texts the caller a payment link from the insurance company, so card details are entered in the insurer’s own portal and not on the call

Pricing

Sonant does not publish prices. It quotes a rate for each agency.

3. Liberate

Best for: P&C carriers and agencies that want quotes given on the call.

Liberate builds voice agents only for property and casualty carriers and agencies. Its quoting workflow gathers the information needed to move a prospect through the quote and can provide a rate quote through the insurer’s own rating APIs. Its lead-qualification agent engages each lead and captures what the sales team needs. RIGHTSURE Insurance Group worked with Liberate to connect the voice agent to its quoting processes and provide quotes in English and Spanish.

Calls reach Liberate through the agency’s contact center platform, with integrations listed for Five9, Genesys, NiCE, and RingCentral. Liberate uses OpenAI models; agencies choose from a library of voices.

Key strengths

• Quotes from the insurer’s rating APIs on the call
• Built only for P&C insurance
• Documents SOC 2, PCI DSS, and HIPAA

Limitations

• Its named, measured results are for claims and service calls, not quote calls
• Models are chosen by the vendor
• P&C only, and no price is published

Pricing

Liberate does not publish prices. It says agencies pay only for productive AI time, not for a full working day.

4. Thoughtly

Best for: agencies that want every inbound quote request called back in under a minute.

Thoughtly’s voice agents call new inbound leads, qualify them, and book or warm-transfer them to a producer, then follow up by text and email. Its insurance page is built around quote requests from P&C carriers, brokerages, and independent agencies: the agent captures coverage type, current carrier, risk profile, and budget before the producer gets on the phone. Thoughtly lists Farmers Insurance among its customers.

Thoughtly sells phone numbers or connects the agency’s own carrier account. The agency chooses the LLM and picks voices from 2 speech vendors; the speech-to-text provider is fixed.

Key strengths

• Built around inbound lead response and qualification
• LLM choice on every plan
• Documents SOC 2, HIPAA, and GDPR

Limitations

• No insurance case study is published
• The $500/month plan caps concurrency at 10 calls and excludes the SOC 2 report; HIPAA with BAA is Enterprise only
• PCI DSS is not present on its public pages, and its site describes billing in more than one way

Pricing

The Flex plan starts at $500/month, and the pricing page lists it with unlimited usage across voice, text, and email; other pages on Thoughtly’s site describe per-minute billing, so confirm the terms. Scale and Enterprise plans are quoted.

5. Bland AI

Best for: sales operations running high-volume outbound lead qualification.

Bland AI’s insurance material covers contacting leads, applying a qualification rubric, collecting preliminary quote information, and transferring promising calls to staff. It also covers claims intake, renewals, and payments. Bland runs its own speech and language models, so the agency cannot select an outside LLM or speech provider.

Key strengths

• Documented outbound qualification and transfer workflow for insurance
• Published per-minute rates that include speech and the LLM
• Documents SOC 2, PCI DSS, HIPAA with BAA, and GDPR

Limitations

• Customer model choice is not supported
• Its documentation lists warm transfer as an enterprise feature
• Telephony is billed on top when used with a third-party provider like Twilio, and Bland does not publish a per-minute carrier figure

Pricing

$0.14 per connected minute on the Start plan and $0.12/min on the Build plan, which adds $299/month. Bland’s billing documentation also lists a Scale plan at $0.11/min plus $499/month. Telephony is billed on top when used with a third-party provider like Twilio; at Twilio’s $0.014/min US outbound rate, a call comes to about $0.124–$0.154/min all-in.

6. Retell AI

Best for: agencies that want a configurable call flow with appointment booking and itemized pricing.

Retell AI’s insurance page documents inbound and outbound agents for lead qualification, appointment booking, policy questions, claims assistance, and transfer to licensed advisors. Agents are built in a no-code dashboard or through an API. The agency chooses the LLM and the voice; Retell selects the speech-to-text provider.

Key strengths

• Documented qualification, booking, and transfer workflow
• Every price component published, including its own US telephony rate
• Documents SOC 2, HIPAA with BAA, and GDPR

Limitations

• PCI DSS is not present on its public compliance pages
• The per-minute cost varies more than 4× with the LLM selected
• The speech-to-text provider is chosen by Retell

Pricing

$0.07–$0.31/min depending on the LLM and voice. Retell-managed US calls add $0.015/min, for $0.085–$0.325/min all-in.

7. Vapi

Best for: developer teams building their own qualification logic.

Vapi is a developer platform for voice agents. Its insurance page reports that Spring Venture Group, which qualifies Medicare leads, cut costs by 85%, raised revenue by 20%, and improved its transfer-to-close rate by 25%. Vapi also publishes a lead-qualification example covering outbound calls, lead scoring, CRM updates, and calendar booking. The team selects the speech-to-text, LLM, and text-to-speech providers.

Key strengths

• Published insurance lead-qualification result
• Model choice at every layer
• Documents SOC 2, PCI DSS, HIPAA with BAA, and GDPR

Limitations

• The $0.05/min platform fee is roughly a third to a half of the real per-minute cost
• Rating and policy integrations have to be built by the team
• The BAA is a $2,000/month add-on

Pricing

$0.05/min platform fee. Vapi’s own calculator adds $0.0318–$0.0789/min for Deepgram speech-to-text, an OpenAI model, and ElevenLabs voices, and Twilio outbound adds $0.014/min, for $0.096–$0.143/min all-in.

8. Regal

Best for: large insurance sales operations that qualify leads against live data.

Regal documents insurance agents for immediate lead follow-up, qualification, abandoned applications, and renewals. Its property and casualty material describes checking live rate or policy data before a contextual transfer to a licensed agent. Regal publishes a case study with Kin Insurance reporting 95% customer satisfaction and handle times 3× shorter.

Regal provisions phone numbers on telephony built on Twilio, or takes calls by SIP from an existing contact center platform. The customer can choose the LLM or bring its own.

Key strengths

• Documented live-data qualification and warm transfer
• Testing, monitoring, and conversation analytics
• Documents SOC 2, PCI DSS, HIPAA, and GDPR

Limitations

• Regal says it fits companies with at least 25 agents and 100,000 call minutes a month
• Pricing is not published
• Does not publish a choice of speech-to-text or text-to-speech provider

Pricing

Regal does not publish prices. It prices by the features used, with discounts for higher spend and longer contracts.

9. Talkdesk

Best for: insurers that want AI agents inside their contact center.

Talkdesk is a cloud contact center whose AI agents for insurance handle coverage validation, first notice of loss, claim status, bill payment, and new quotes, then hand complex cases to people. Its named insurance results are service gains: Arbella Insurance reports a 20% improvement in service levels and up to 45 seconds off average handle time. Talkdesk supplies the phone system and also supports the insurer’s own carrier.

Key strengths

• Insurance workflows across quotes, claims, and billing
• Phone system and contact center from one vendor
• Documents SOC 2, ISO 27001, PCI DSS, HIPAA with BAA, and GDPR

Limitations

• An add-on to a full contact center suite, not a standalone voice agent
• The AI agent price is not published
• Its named insurance results are service metrics, not quote or lead outcomes

Pricing

Contact center seats run from $85/user/month to $225/user/month, with the insurance edition at $225/user/month. The AI agents are priced by quote.

Which Platform Fits Which Agency

• Quote intake, lead qualification, and telephony from one provider, with model choice: Plivo.
• A P&C agency whose main gap is AMS documentation: Sonant.
• Quotes from the insurer’s rating APIs on the call: Liberate.
• Fast callback on inbound web quote requests: Thoughtly.
• Outbound speed-to-lead at volume: Bland AI, or Regal for an enterprise operation.
• Configurable flows with booking and itemized pricing: Retell AI.
• An engineering team that wants to own the build: Vapi.
• An insurer that wants AI agents inside its contact center: Talkdesk.
• Carrier claims and policyholder service rather than new quotes: Replicant and PolyAI publish that work.

Getting Started

Start with one narrow workflow, such as after-hours quote intake for a single line of business. Keep the agent to approved questions, a clear AI disclosure, lead capture, scheduling, and transfer rules. Measure how many calls reach a producer with complete details before adding more call types.

On Plivo, that means describing the intake flow in Vibe Agent, reviewing it in AI Agent Studio, and connecting your existing phone lines through SIP trunking if you want to keep them.

FAQs

Can an AI voice agent give a caller an insurance quote?

It can collect the information a quote needs, and some platforms, such as Liberate, can read back a rate from the insurer’s own rating tools. Under the NAIC’s model licensing act, selling, soliciting, and negotiating insurance require a license, and negotiating includes advising a prospect on the terms of a particular contract. Agencies therefore generally keep coverage advice with a licensed person. Check your state’s version of the law.

Which Voice AI platforms are built specifically for insurance agencies?

Sonant and Liberate build only for property and casualty insurance, and Thoughtly has a dedicated insurance quote-request product. Regal, Bland AI, Retell AI, Vapi, and Talkdesk publish insurance pages. Plivo is a general Voice AI platform that an agency configures for quote intake.

How much does a Voice AI agent for quote calls cost?

Among vendors that publish per-minute rates, an all-in US outbound call costs from $0.0415/min on Plivo to about $0.325/min at the top of Retell AI’s published range. Vapi comes to about $0.096–$0.143/min and Bland AI about $0.124–$0.154/min. Thoughtly’s plan starts at $500/month. Sonant, Liberate, and Regal do not publish rates.

Do AI lead-qualification calls need the prospect’s consent?

Yes for outbound calls. The FCC ruled in 2024 that AI-generated voices are artificial voices under the TCPA, so those calls need prior express consent. Do-not-call rules also apply to telemarketing calls, through the FCC, the FTC where state insurance law does not govern, and state law.

Can the agent write call details into an agency management system?

Sonant lists direct integrations with AMS360, Applied Epic, EZLynx, HawkSoft, and QQCatalyst. General platforms such as Plivo, Retell AI, and Vapi reach those systems through APIs or an automation tool, which takes setup work.

What should stay with a licensed producer?

Coverage recommendations, premium negotiation, and binding. The agent’s job is to gather details, qualify the lead, and get the caller to the right person quickly.

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