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Comparison

Fin vs PolyAI

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

Fin

Vendor-hosted service used with Intercom or a supported existing help desk. Configuration and integration work depend on the task.Vendor-reported
Source
Fin pricing and deployment options
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-deployment

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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-deployment

Actions in backend systems

Fin

Configured Procedures can combine conditions, code, and data connectors or MCP access to external systems. Actions execute sequentially and require the appropriate integration permissions.Vendor-reported
Source
Fin Procedures explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-actions

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
Checked
History
First published
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Request a correction with a public source. Claim ID polyai-cmp-actions

Human handoff

Fin

Escalation rules and guidance control handoff; workflows set the human destination. A bot-only workflow without a human routing target does not offer escalation.Vendor-reported
Source
Manage Fin AI Agent's escalation guidance and rules (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-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

No independent source has been found for any fit area, so every state here rests on vendor material or nothing.States rest on 0 independent sources. 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 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.

Side-by-side comparison of Fin and PolyAI
AttributeFinPolyAI
Review basis

Source-based review

Source-based review

Deployment model
Vendor-hosted service used with Intercom or a supported existing help desk. Configuration and integration work depend on the task.Vendor-reported
Source
Fin pricing and deployment options
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-deployment
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
Channels
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-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
Correct this
Request a correction with a public source. Claim ID polyai-cmp-channels
Languages
Intercom lists supported languages and regional variants, including Polish, French, Japanese, and Arabic. Enable the required workspace languages; cross-language knowledge fallback requires real-time translation.Vendor-reported
Source
Set up Fin AI Agent's multilingual support (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-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
Correct this
Request a correction with a public source. Claim ID polyai-cmp-languages
Help desk and CRM integrations
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
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
Knowledge sources
Help articles, internal support content, PDFs, and webpages; audience settings control which content Fin can use for a customer.Vendor-reported
Source
Fin AI Agent explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-knowledge
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
Correct this
Request a correction with a public source. Claim ID polyai-cmp-knowledge
Actions in backend systems
Configured Procedures can combine conditions, code, and data connectors or MCP access to external systems. Actions execute sequentially and require the appropriate integration permissions.Vendor-reported
Source
Fin Procedures explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-actions
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
Human handoff
Escalation rules and guidance control handoff; workflows set the human destination. A bot-only workflow without a human routing target does not offer escalation.Vendor-reported
Source
Manage Fin AI Agent's escalation guidance and rules (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-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
Target customer size
Fin has an explicit enterprise offering. Assess required integrations and operating controls instead of using company size as a proxy for fit.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-targetsize
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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History
First published
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Request a correction with a public source. Claim ID polyai-cmp-targetsize
Vendor-reported performance claims
Fin's homepage reports a 76% average resolution rate across 12,000+ customers. This is a vendor aggregate, not our result or a forecast for a particular workload.Vendor-reported
Source
Fin product overview
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-vendor-metrics
Unknown
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.

Vendor-documented

Illustrative scenario: a customer asks for an invoice copy. Give the workflow authenticated access to the correct account and a permitted retrieval action. A disputed charge needs separate policy and escalation rules; the source does not demonstrate reliable dispute adjudication.

1 cited claim for billing on Fin
Fin advertises invoice requests and subscription management through connected systems on its enterprise page. This is a configured workflow capability, not access to a buyer's billing account by default.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-billing-procedures
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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-billing-vendor
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
Correct this
Request a correction with a public source. Claim ID polyai-billing-tc
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.

Vendor-documented

Illustrative scenario: a shopper asks where an order is. The reply needs a verified customer-to-order match and current delivery data. Check that lookup in the intended channel; shopping features in web Messenger do not establish equivalent functionality elsewhere.

1 cited claim for orders on Fin
Fin for Ecommerce documents a native Shopify connection for catalogue and order data, plus APIs and draft Procedures for post-purchase requests.Vendor-reported
Source
Fin for Ecommerce explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-orders-vendor
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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-orders-vendor
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
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.

Vendor-documented

Illustrative scenario: a customer returns an eligible item. Configure the return window, exclusions, permitted refund action, and human review for exceptions. Listing a returns capability does not establish that a particular store policy is implemented correctly.

1 cited claim for returns on Fin
Fin for Ecommerce lists returns, refunds, and order changes as supported conversational workflows. These rely on the connected store and configured post-purchase actions.Vendor-reported
Source
Fin for Ecommerce explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-returns-vendor
Not established

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

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

Illustrative scenario: a customer asks whether their subscription includes an export feature. Supply current plan-specific documentation and check that Fin distinguishes plans rather than combining incompatible answers. Documentation establishes the answering mechanism, not an accuracy rate.

1 cited claim for product questions on Fin
Fin builds answers from help articles, internal support content, PDFs, and webpages. Audience rules can limit which content applies to a customer.Vendor-reported
Source
Fin AI Agent explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-product-questions-vendor
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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-knowledge-vendor
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.

Vendor-documented

Illustrative scenario: an authenticated customer changes an account detail. Restrict which fields the workflow may update and route failed identity checks to a human. A support article explaining a password reset is different from permission to change credentials.

1 cited claim for account issues on Fin
Intercom describes account troubleshooting and identity verification as Procedure use cases, with configurable system access and branching logic.Vendor-reported
Source
Fin Procedures explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-account-procedures
Not established

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

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.

Vendor-documented

Illustrative scenario: a customer says repeated answers have not helped. Check that the configured guidance triggers handoff and preserves the issue history. Detecting frustration does not demonstrate that the complaint was resolved.

1 cited claim for complaints on Fin
Fin documents escalation for explicit human requests, detected frustration, and repeated loops. Custom guidance can override default escalation behavior.Vendor-reported
Source
Manage Fin AI Agent's escalation guidance and rules (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-complaints-frustration
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
Correct this
Request a correction with a public source. Claim ID polyai-complaints-gap
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.

Vendor-documented

Illustrative scenario: a customer asks for a person after an unsuccessful answer. Verify the destination inbox, transcript transfer, and after-hours response. A handoff event alone does not show how quickly a human replies.

1 cited claim for human handoff on Fin
Fin uses configured workflows to route escalations. Intercom states that no escalation offer is shown when no human routing target exists.Vendor-reported
Source
Manage Fin AI Agent's escalation guidance and rules (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-handoff-vendor
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
History
First published
Correct this
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
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-handoff-gap
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.

Vendor-documented

Illustrative scenario: a small team starts with common support questions and one monitored human inbox. Compare expected use and ongoing content maintenance with available staff. Programme eligibility and a product trial do not prove affordability or suitability for every small business.

1 cited claim for small businesses on Fin
Fin publishes an early-stage startup programme with eligibility requirements. This establishes an offer for some small teams, not an exclusion of other small businesses.Vendor-reported
Source
Fin for Startups
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-small-offering
Not established

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

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.

Vendor-documented

Illustrative scenario: a growing team keeps its help desk and adds one authenticated order lookup. Confirm connector coverage, ownership of failed actions, and routing before expanding. Team size alone is not evidence of a successful deployment.

1 cited claim for mid-market on Fin
Fin is sold with Intercom or for use with an existing help desk; the deployment options do not impose a single published company-size category.Vendor-reported
Source
Fin pricing and deployment options
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-midmarket-deployment
Not established

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

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.

Vendor-documented

Illustrative scenario: several brands need different knowledge access and approval rules. Evaluate those boundaries and operational reporting in the planned workspace structure. An enterprise offering does not establish that all data-residency, retention, or approval requirements are met.

1 cited claim for enterprise on Fin
Fin markets an enterprise offering with workspace permission controls, activity logs, deployment services, and integrations with existing help desks.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-enterprise-vendor
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
Checked
History
First published
Correct this
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
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-gartner
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
Industry evidenceRetail and e-commerceCaveat documented

Fin for Ecommerce is a documented product with a native Shopify connection, and the same vendor documentation states the ecommerce features are limited to the web Messenger. Read the capability and the channel limit together before assuming coverage of an email or social queue.

2 cited claims for retail and e-commerce on Fin
Fin for Ecommerce documents a native Shopify connection for catalogue and order data, plus APIs and draft Procedures for post-purchase requests.Vendor-reported
Source
Fin for Ecommerce explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-orders-vendor
Full ecommerce shopping features are documented for web Messenger. Mobile receives support-only responses; email, social, voice, and Slack are not currently supported for the ecommerce role. This limit does not describe every Fin service capability.Vendor-reported
Source
Fin for Ecommerce explained (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-ecommerce-channel-limits
Vendor-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
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-vendor
Industry evidenceFinancial servicesNot established

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

Vendor-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
Industry evidenceTelecommunicationsNot established

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

Vendor-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
Industry evidenceTravel and hospitalityNot established

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

External 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
History
First published
Correct this
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
Industry evidenceHealthcareNot established

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

Vendor-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
Correct this
Request a correction with a public source. Claim ID polyai-enterprise-vendor
Industry evidencePublic sector and educationNot established

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

External 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
Industry evidenceLogistics and deliveryNot established

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

External 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
Channels
Web and in-app chatVendor-documented

The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.

1 cited claim for web and in-app chat on Fin
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-channels
Vendor-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
History
First published
Correct this
Request a correction with a public source. Claim ID polyai-cmp-channels
EmailVendor-documented

The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.

1 cited claim for email on Fin
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-channels
Vendor-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
Voice and phoneNot established

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

Vendor-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
SMSVendor-documented

The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.

1 cited claim for sms on Fin
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-channels
Vendor-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
WhatsAppVendor-documented

The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.

1 cited claim for whatsapp on Fin
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-channels
Not established

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

Social messagingVendor-documented

The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.

1 cited claim for social messaging on Fin
The FAQ lists web and mobile Messenger, email, WhatsApp, SMS, Facebook, and Instagram. Confirm separate voice or other channel access and feature coverage for the intended deployment.Vendor-reported
Source
Fin AI Agent FAQs (Intercom Help)
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-channels
Not established

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

Help desks
ZendeskVendor-documented

Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.

1 cited claim for zendesk on Fin
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
Vendor-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
SalesforceVendor-documented

Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.

1 cited claim for salesforce on Fin
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
Vendor-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
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.

FreshdeskVendor-documented

Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.

1 cited claim for freshdesk on Fin
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
Not established

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

IntercomVendor-documented

Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.

1 cited claim for intercom on Fin
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
Not established

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

HubSpotVendor-documented

Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.

1 cited claim for hubspot on Fin
Intercom, Zendesk, Salesforce, Freshdesk, and HubSpot are documented deployment options. Confirm the connector supports the required channel and actions.Vendor-reported
Source
Fin for enterprise
Checked
History
First published
Correct this
Request a correction with a public source. Claim ID fin-helpdesks
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.

GladlyNot established

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

Vendor-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
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

    • Fin: 10 evidence states moved

      • Channel · Web and in-app chatNot established→Vendor-documented
      • Channel · EmailNot established→Vendor-documented
      • Channel · SMSNot established→Vendor-documented
      • Channel · WhatsAppNot established→Vendor-documented
      • Channel · Social messagingNot established→Vendor-documented
      • Help desk · ZendeskNot established→Vendor-documented
      • Help desk · SalesforceNot established→Vendor-documented
      • Help desk · FreshdeskNot established→Vendor-documented
      • and 2 more
    • 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
  2. · Catalog

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

    • Fin: Added to the catalog with 28 claims and 11 rows with evidence.

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

Recorded before launch

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

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

  • Fin: Rechecked the profile against current product documentation. Replaced broad fit claims with scoped workflows and illustrative examples, corrected billing and Procedure limitations, and removed unsupported acquisition and anecdotal verdict claims. Source