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Comparison

PolyAI vs Zendesk AI Agents

Compare documented workflows and implementation requirements using attributed public sources. Facts last checked , the earlier of the two records. Machine-readable record.

Start with your setup

These are documented product differences and requirements. A feature list or a single customer report does not establish which agent will perform better for your team.

Deployment model

PolyAI

PolyAI states its service is hosted on AWS, that the company is ISO 27001-certified and aligned with National Cyber Security Centre guidelines; it publishes Sandbox, Staging and Live environments with API-driven publishing, and no self-hosted option is documented.Vendor-reported
Source
PolyAI — Security
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History
First published
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Zendesk AI Agents

Vendor-hosted service within Zendesk Support and Suite. Feature access and advanced integrations vary by package.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-deployment

Actions in backend systems

PolyAI

PolyAI states its agents perform account management, authentication, call routing, billing and payments, booking and reservations, order management, troubleshooting and FAQ against integrated systems, with custom connectors documented alongside telephony, CRM and payments integrations.Vendor-reported
Source
PolyAI — Integrations
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Zendesk AI Agents

Zendesk documents API calls for live order lookups, with a different implementation path for AI Agents Advanced. Confirm required write actions and permissions separately.Vendor-reported
Source
How can I link my AI agent with my customer orders? (Zendesk help)
Checked
History
First published
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Human handoff

PolyAI

PolyAI documents that the agent "runs autonomously by default and escalates to a human only when needed", transferring calls via SIP REFER, SIP INVITE or SIP BYE and passing customer ID, verification status, escalation reason and transcript through SIP headers and the Handoff and Conversations APIs.Vendor-reported
Source
PolyAI Docs — Voice channel: Handoffs
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History
First published
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Zendesk AI Agents

Escalates to human teams with context according to Zendesk. Confirm queue routing, contact details, and reply-channel behavior in the intended setup.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-handoff

Side by side

Product attributes first, then what the sources establish for each customer workflow, then the industries they place each agent in. Open any claim to see its source, the date it was checked, and how to request a correction. Two agents are rarely documented to the same depth, so read a difference between the two columns as a difference in the public record before reading it as a difference in the products.

What this agent was judged by

The independent evidence behind these states comes mainly from analysts and trade press.States rest on 2 independent sources across analysts and trade press. This is not the same yardstick for every agent, and that asymmetry is a known limitation.

What this agent was judged by

The independent evidence behind these states comes mainly from practitioner forums and buyer reviews.States rest on 1 independent source across practitioner forums and buyer reviews. This is not the same yardstick for every agent, and that asymmetry is a known limitation.

Side-by-side comparison of PolyAI and Zendesk AI Agents
AttributePolyAIZendesk AI Agents
Review basis

Source-based review

Source-based review

Deployment model
PolyAI states its service is hosted on AWS, that the company is ISO 27001-certified and aligned with National Cyber Security Centre guidelines; it publishes Sandbox, Staging and Live environments with API-driven publishing, and no self-hosted option is documented.Vendor-reported
Source
PolyAI — Security
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-deployment
Vendor-hosted service within Zendesk Support and Suite. Feature access and advanced integrations vary by package.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-deployment
Channels
PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-cmp-channels
Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-channels
Languages
PolyAI's languages page claims "75+ languages with native fluency" and lists 42 by name, while its developer documentation homepage states 24+ languages.Vendor-reported
Source
PolyAI — Languages
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-cmp-languages
Zendesk advertises support for 80 languages. Confirm the required channel separately; the voice announcement describes an early access rollout rather than identical availability everywhere.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-languages
Help desk and CRM integrations
PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-cmp-helpdesks
Native Zendesk deployment is the scope of this profile. Zendesk also markets Forethought agents for other service platforms; confirm those connectors and capabilities separately.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-helpdesks
Knowledge sources
PolyAI combines curated FAQ topics with RAG over external sources — scraped URLs, uploaded files (PDF, DOCX, XLSX, PPTX, CSV, JSON, XML, MD, HTML, EML, EPUB and more) and beta syncs from Zendesk Help Center and Gladly — chunked at 2000 characters with 500-character overlap.Vendor-reported
Source
PolyAI Docs — Knowledge sources introduction
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-cmp-knowledge
Zendesk help centres and external content brought in through crawlers or knowledge connectors. External content reflects its most recent sync.Vendor-reported
Source
Connecting knowledge sources to power generative replies in AI agents (Zendesk help)
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History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-knowledge
Actions in backend systems
PolyAI states its agents perform account management, authentication, call routing, billing and payments, booking and reservations, order management, troubleshooting and FAQ against integrated systems, with custom connectors documented alongside telephony, CRM and payments integrations.Vendor-reported
Source
PolyAI — Integrations
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-actions
Zendesk documents API calls for live order lookups, with a different implementation path for AI Agents Advanced. Confirm required write actions and permissions separately.Vendor-reported
Source
How can I link my AI agent with my customer orders? (Zendesk help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-actions
Human handoff
PolyAI documents that the agent "runs autonomously by default and escalates to a human only when needed", transferring calls via SIP REFER, SIP INVITE or SIP BYE and passing customer ID, verification status, escalation reason and transcript through SIP headers and the Handoff and Conversations APIs.Vendor-reported
Source
PolyAI Docs — Voice channel: Handoffs
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-handoff
Escalates to human teams with context according to Zendesk. Confirm queue routing, contact details, and reply-channel behavior in the intended setup.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-handoff
Target customer size
PolyAI targets enterprise contact centres across nine industries and sells via demo request, with ongoing use "priced on a per-minute basis, which includes proactive performance improvements, maintenance and 24/7 support" and no published price points or free tier.Vendor-reported
Source
PolyAI — Pricing
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Support and Suite plans span different service needs, with enterprise options available. Company size is not a tested suitability criterion.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
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First published
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Vendor-reported performance claimsUnknown
Zendesk's Babbel story reports more than 50% AI automation. This is a vendor-published customer result, not our benchmark or an expected rate for another business.Vendor-reported
Source
Zendesk AI speaks Babbel's language (vendor-published customer story)
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-cmp-vendormetrics
Workflow evidenceBilling

Illustrative scenario

I was charged twice for the same order. Can you refund the extra payment?

What to verify: Verify identity, inspect payment records, apply the refund policy, and confirm the payment-system result. If no authorized refund action is connected, hand off with the evidence.

External report

PolyAI's own handoff documentation names billing disputes as an example of a conversation the agent escalates to a human rather than resolving.

2 cited claims for billing on PolyAI
PolyAI's integrations page lists "billing & payments" among the functions its agents perform against connected systems.Vendor-reported
Source
PolyAI — Integrations
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TechCrunch reported that PolyAI's voice assistants complete tasks including payment processing for contact-centre callers.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-billing-tc
Vendor-documented

Illustrative scenario: a subscriber asks when renewal is due. Connect the authenticated account to the billing record and limit allowed changes. Babbel provides a concrete vendor-published example; a disputed charge would require different rules and human review.

1 cited claim for billing on Zendesk AI Agents
Zendesk's Babbel case study describes subscription-status answers and self-service subscription management through Babbel's backend APIs. It does not establish general invoice, refund, or charge-dispute performance.Vendor-reported
Source
Zendesk AI speaks Babbel's language (vendor-published customer story)
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-billing-subscription-example
Workflow evidenceOrders

Illustrative scenario

My order has not arrived. Where is it?

What to verify: Retrieve the correct order and current carrier status. Distinguish a real tracking update from an estimate; do not invent a delivery date.

External report

PolyAI's integrations page lists "order management" and "booking & reservations" among the supported agent functions.

2 cited claims for orders on PolyAI
PolyAI's integrations page lists "order management" and "booking & reservations" among the supported agent functions.Vendor-reported
Source
PolyAI — Integrations
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First published
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TechCrunch reported that PolyAI's system handles order status updates and reservation management on inbound calls.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-orders-tc
Vendor-documented

Illustrative scenario: a shopper asks whether an order has shipped. The workflow needs an authorised order lookup and a response for missing or stale tracking data. Integration work is a prerequisite, not evidence that Zendesk is a poor fit for orders.

1 cited claim for orders on Zendesk AI Agents
Zendesk documents an order-status use case and a separate integration path using API calls to retrieve order data. Implementation differs for AI Agents Advanced.Vendor-reported
Source
How can I link my AI agent with my customer orders? (Zendesk help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-orders-use-case
Workflow evidenceReturns

Illustrative scenario

I bought this 12 days ago and opened the box. Can I return it?

What to verify: Check the actual return window, product exclusions, and order record. A policy answer and an executed return are different capabilities.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Illustrative scenario: a customer wants to return an item outside the normal window. Connect the order record, encode the policy, and route exceptions to the appropriate person. Confirm any refund action and duplicate-request handling in the chosen package.

1 cited claim for returns on Zendesk AI Agents
Zendesk lists returns and refund requests as topics that can trigger a configured procedure, dialogue, or reply. Defining the topic alone does not implement a return or issue a refund.Vendor-reported
Source
Creating use cases for AI agents (Zendesk help)
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Request a correction with a public source. Claim ID zendesk-returns-use-case
Workflow evidenceProduct questions

Illustrative scenario

Does this adapter work with my exact laptop model?

What to verify: Use a current, approved compatibility source. Ask for the model when missing and distinguish documented compatibility from an assumption.

Vendor-documented

URL ingestion is documented as limited to one level below the starting URL and a maximum of ten embedded pages, and the Zendesk and Gladly knowledge syncs are marked beta. Those constrain one ingestion route rather than the capability itself, so they are recorded here rather than as a gap. No independent evidence of answer quality was found, so the verdict stays unknown.

1 cited claim for product questions on PolyAI
PolyAI documents curated FAQ topics, retrieval-augmented generation, and external knowledge sources ingested from URLs, files (PDF, Office, CSV, JSON, HTML and others) and helpdesk knowledge bases.Vendor-reported
Source
PolyAI Docs — Knowledge sources introduction
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History
First published
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Vendor-documented

Illustrative scenario: a customer asks about a feature available only on one plan. Use current plan-specific content and verify that the answer includes the relevant restriction. The email reports in the limitations section are reasons to check response length and context handling, not proof that this entire use case fails.

1 cited claim for product questions on Zendesk AI Agents
Zendesk documents generated answers from connected help centres and external knowledge sources, with article permissions applied to restricted content.Vendor-reported
Source
Connecting knowledge sources to power generative replies in AI agents (Zendesk help)
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-product-questions-knowledge-sources
Workflow evidenceAccount issues

Illustrative scenario

I lost access to my email. Change the address on my account.

What to verify: Follow the approved identity-recovery process before accessing or changing account data. Escalate when identity cannot be verified.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Illustrative scenario: a customer cannot sign in. A reset guide can be answered from documentation; changing an email address or unlocking an account needs identity checks and an authorised backend action. Evaluate those as separate tasks.

1 cited claim for account issues on Zendesk AI Agents
Zendesk's industry guidance lists password resets and subscription updates as AI-agent use cases. It does not provide evidence that every identity or account-recovery flow is preconfigured.Vendor-reported
Source
Best practices for using Zendesk AI in your industry (Zendesk help)
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First published
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Request a correction with a public source. Claim ID zendesk-account-issues-password-resets
Workflow evidenceComplaints

Illustrative scenario

I have contacted you three times and the problem is still unresolved.

What to verify: Recognize the repeat complaint, retain relevant history, and route it to the right team. Do not promise compensation outside the policy.

Caveat documented

PolyAI's handoff documentation names complaints, alongside billing disputes and out-of-scope requests, as the conversation types where the agent escalates to a human rather than resolving autonomously.

1 cited claim for complaints on PolyAI
PolyAI's handoff documentation names complaints, alongside billing disputes and out-of-scope requests, as the conversation types where the agent escalates to a human rather than resolving autonomously.Vendor-reported
Source
PolyAI Docs — Voice channel: Handoffs
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-complaints-gap
Vendor-documented

Illustrative scenario: a customer disputes a repeated failed delivery. Check that the complaint becomes a ticket for the correct team, with context and a clear next step. Confirm the required intelligent-triage entitlement and triggers rather than assuming the AI agent enables them automatically.

1 cited claim for complaints on Zendesk AI Agents
Zendesk documents platform triggers that route negative-sentiment tickets to a selected group and set priority. This supports complaint routing; it does not demonstrate autonomous complaint resolution.Vendor-reported
Source
Routing automatically triaged tickets using omnichannel routing (Zendesk help)
Checked
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Workflow evidenceHuman handoff

Illustrative scenario

Please connect me to a person who can approve this exception.

What to verify: Transfer to an available team with the conversation and relevant records. Outside working hours, explain the actual follow-up path rather than promise immediate contact.

Caveat documented

PolyAI documents voice handoff via SIP REFER, SIP INVITE or SIP BYE with escalation context passed through custom X- SIP headers, a Handoff State API endpoint and a Conversations API transcript, plus chat handoff integrations for Salesforce, Zendesk, NICE CXone, Amazon Connect, Webex and Five9.

2 cited claims for human handoff on PolyAI
PolyAI documents voice handoff via SIP REFER, SIP INVITE or SIP BYE with escalation context passed through custom X- SIP headers, a Handoff State API endpoint and a Conversations API transcript, plus chat handoff integrations for Salesforce, Zendesk, NICE CXone, Amazon Connect, Webex and Five9.Vendor-reported
Source
PolyAI Docs — Voice channel: Handoffs
Checked
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First published
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Request a correction with a public source. Claim ID polyai-handoff-vendor
PolyAI's handoff documentation states that with the default SIP REFER method "the utterance may not play before the transfer completes because the REFER fires at the same time as function execution", and that inbound SIP voicemail detection on the destination side is "not available by default" for SIP REFER, BYE or INVITE transfers.Vendor-reported
Source
PolyAI Docs — Voice channel: Handoffs
Checked
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First published
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Request a correction with a public source. Claim ID polyai-handoff-gap
External report

Illustrative scenario: a customer asks for a human after troubleshooting. Verify contact capture, transcript transfer, destination queue, and the ability to reply on the intended channel. The cited community workaround shows one implementation path, not a general handoff success rate.

2 cited claims for human handoff on Zendesk AI Agents
Zendesk states that its AI agents can escalate to human teams with conversation context.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-fit-handoff-vendor
Kārlis Stenders describes collecting an issue description conversationally so it appears in the transcript during an Advanced AI Agent messaging handoff. The same post reports form limitations and corrects a custom workaround; it does not quantify reliability.Independent report
Source
Kārlis Stenders: Advanced AI Agent escalation form (Zendesk Community)
Published
Checked
History
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Workflow evidenceSmall businesses

Illustrative scenario

A two-person support team wants to launch without a dedicated engineer.

What to verify: Validate setup effort, existing help-desk support, required integrations, and ongoing maintenance. A small customer's story alone does not establish suitability for every small business.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Illustrative scenario: a small team uses an existing Zendesk inbox for FAQs and human escalation. Assess setup ownership, expected usage, and required features. Plan availability is not proof that the package is affordable or appropriate for every small business.

1 cited claim for small businesses on Zendesk AI Agents
Zendesk includes AI-agent access in Support and Suite plans; advanced features and add-ons depend on the selected package.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
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First published
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Workflow evidenceMid-market

Illustrative scenario

A growing support team needs separate queues and connected order and account systems.

What to verify: Validate routing, permissions, integration ownership, and handling of each team's policies in the intended configuration.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Illustrative scenario: a growing support team needs one process across email and messaging. Confirm whether knowledge, routing, and actions behave consistently on both channels. Company size alone does not establish this operational fit.

1 cited claim for mid-market on Zendesk AI Agents
Zendesk describes Suite as a multi-channel service package with ticketing, messaging, help-centre content, and AI agents.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
History
First published
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Request a correction with a public source. Claim ID zendesk-midmarket-workflows
Workflow evidenceEnterprise

Illustrative scenario

A multi-brand support organization needs controlled access across regional teams.

What to verify: Validate data boundaries, audit records, escalation ownership, and the specific deployment requirements. A vendor's enterprise positioning is not proof of these controls.

External report

Gartner's cautions in the same analysis concern inflexible consumption-based pricing and an immature channel partner network.

3 cited claims for enterprise on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
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Request a correction with a public source. Claim ID polyai-enterprise-vendor
CX Today reports PolyAI was placed in the 2025 Gartner Magic Quadrant for Conversational AI Platforms as a Niche Player, with Gartner highlighting its low customer churn and research investment.Independent report
Source
Gartner Magic Quadrant for Conversational AI Platforms 2025: The Rundown
Published
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TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-enterprise-tc-customers
Vendor-documented

Illustrative scenario: several business units require separate permissions and approval paths. Confirm how those controls apply to the selected AI agent, connected systems, and data. Validate operational boundaries before expanding to sensitive workflows.

1 cited claim for enterprise on Zendesk AI Agents
Zendesk lists enterprise options with approval workflows, sandbox access, and custom roles. These are package capabilities, not a guarantee that every AI workflow meets enterprise requirements.Vendor-reported
Source
Zendesk plans and AI agent availability
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-fit-enterprise-vendor
Industry evidenceRetail and e-commerceVendor-documented

Retail and restaurants are among the marketed verticals. The claim is the vendor's positioning of the product.

1 cited claim for retail and e-commerce on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-enterprise-vendor
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceFinancial servicesVendor-documented

Financial services and insurance appear in the nine industries PolyAI markets to. A marketed vertical is a statement of intent, not evidence of a deployment.

1 cited claim for financial services on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-vendor
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceTelecommunicationsVendor-documented

Telecom is one of the nine marketed industries, sourced to PolyAI's own homepage.

1 cited claim for telecommunications on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-vendor
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceTravel and hospitalityExternal report

Hotels are a marketed vertical, and TechCrunch separately named Marriott among the customers. The report names the account; it does not describe what the agent handles there.

2 cited claims for travel and hospitality on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
Checked
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First published
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Request a correction with a public source. Claim ID polyai-enterprise-vendor
TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-tc-customers
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceHealthcareVendor-documented

Healthcare is one of the nine industries on PolyAI's own homepage. No healthcare deployment is independently reported.

1 cited claim for healthcare on PolyAI
PolyAI positions itself as an enterprise-scale agentic dialog platform and markets to nine industries: consumer services, financial services, healthcare, hotels, insurance, restaurants, retail, telecom and utilities.Vendor-reported
Source
PolyAI homepage
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-enterprise-vendor
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidencePublic sector and educationExternal report

The same TechCrunch report refers to dozens of enterprise and government clients. Government clients are counted, not named or described.

1 cited claim for public sector and education on PolyAI
TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-tc-customers
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Industry evidenceLogistics and deliveryExternal report

TechCrunch named FedEx among PolyAI's customers. A named account in funding coverage, with no description of the workflows in use.

1 cited claim for logistics and delivery on PolyAI
TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly.Independent report
Source
PolyAI lands $40M to handle contact center calls automatically
Published
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-tc-customers
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Channels
Web and in-app chatVendor-documented

PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).

1 cited claim for web and in-app chat on PolyAI
PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
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Request a correction with a public source. Claim ID polyai-cmp-channels
Vendor-documented

Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.

1 cited claim for web and in-app chat on Zendesk AI Agents
Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
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Request a correction with a public source. Claim ID zendesk-cmp-channels
EmailVendor-documented

PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).

1 cited claim for email on PolyAI
PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-channels
Vendor-documented

Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.

1 cited claim for email on Zendesk AI Agents
Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-channels
Voice and phoneVendor-documented

PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).

1 cited claim for voice and phone on PolyAI
PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-channels
Vendor-documented

Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.

1 cited claim for voice and phone on Zendesk AI Agents
Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-channels
SMSVendor-documented

PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).

1 cited claim for sms on PolyAI
PolyAI is voice-first — its documentation calls it an "enterprise platform for building voice and chat agents" and its pricing is per minute of voice-agent use — with secondary documented channels covering web chat, SMS and RCS, email, and iOS/Android SDKs (including in-app voice calling).Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-channels
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

WhatsAppNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Social messagingNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Vendor-documented

Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.

1 cited claim for social messaging on Zendesk AI Agents
Zendesk advertises web, mobile, social, email, and voice. Check channel-specific documentation and availability for the selected agent.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-channels
Help desks
ZendeskVendor-documented

PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.

1 cited claim for zendesk on PolyAI
PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-helpdesks
Vendor-documented

Native Zendesk deployment is the scope of this profile. Zendesk also markets Forethought agents for other service platforms; confirm those connectors and capabilities separately.

1 cited claim for zendesk on Zendesk AI Agents
Native Zendesk deployment is the scope of this profile. Zendesk also markets Forethought agents for other service platforms; confirm those connectors and capabilities separately.Vendor-reported
Source
Zendesk AI Agents product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID zendesk-cmp-helpdesks
SalesforceVendor-documented

PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.

1 cited claim for salesforce on PolyAI
PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-helpdesks
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

ServiceNowNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

FreshdeskNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

IntercomNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

HubSpotNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

KustomerNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

GorgiasNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

GladlyVendor-documented

PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.

1 cited claim for gladly on PolyAI
PolyAI documents integrations with Salesforce (customer lookup and case management), Zendesk (Talk voice routing and ticketing), Gladly, NICE CXone, Amazon Connect, Webex, Five9 and Twilio, and its marketing site claims "130+ integrations available" across telephony/voice routing, CRM and knowledge, productivity, and vertical systems.Vendor-reported
Source
PolyAI Docs — documentation index (llms.txt)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-helpdesks
Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Help ScoutNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

FrontNot established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Microsoft Dynamics 365Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Not established

No supporting source is recorded here. Validate it with the vendor; absence of evidence does not establish a missing capability.

Change history

Open the changelog

Every change to this record is in the public changelog, with what it changed and why.

  1. · Structure

    Channels and help desks become evidence rows, and records gain bylines

    • PolyAI: 7 evidence states moved

      • Channel · Web and in-app chatNot established→Vendor-documented
      • Channel · EmailNot established→Vendor-documented
      • Channel · Voice and phoneNot established→Vendor-documented
      • Channel · SMSNot established→Vendor-documented
      • Help desk · ZendeskNot established→Vendor-documented
      • Help desk · SalesforceNot established→Vendor-documented
      • Help desk · GladlyNot established→Vendor-documented
    • Zendesk AI Agents: 5 evidence states moved

      • Channel · Web and in-app chatNot established→Vendor-documented
      • Channel · EmailNot established→Vendor-documented
      • Channel · Voice and phoneNot established→Vendor-documented
      • Channel · Social messagingNot established→Vendor-documented
      • Help desk · ZendeskNot established→Vendor-documented
  2. · Catalog

    Launch: 22 AI customer service agents and 532 claims, every one sourced and dated

    • PolyAI: Added to the catalog with 28 claims and 13 rows with evidence.

    • Zendesk AI Agents: Added to the catalog with 28 claims and 10 rows with evidence.

Recorded before launch

Notes the profile carried when it went live, from research before launch.

  • Zendesk AI Agents: Added editorial product positioning with its scope, rationale, and vendor source. Source

  • Zendesk AI Agents: Rechecked product documentation, a named customer example, and firsthand community reports. Removed launch coverage as independent success evidence, replaced blanket fit judgments with conditional scenarios, and distinguished setup prerequisites from failures. Source