--- slug: polyai name: "PolyAI" vendor: "PolyAI" page_url: https://ai-agent.review/agents/polyai record_url: https://ai-agent.review/agents/polyai.md vendor_website: https://poly.ai/ tested_performance: not-yet-tested facts_checked_at: 2026-09-20 page_updated_at: 2026-10-03 --- # PolyAI > PolyAI is an enterprise conversational AI platform whose primary product is a voice agent that answers inbound contact-centre phone calls, with additional chat, SMS and email channels. Vendor: PolyAI. Website: https://poly.ai/ PolyAI sells voice AI agents that handle inbound customer calls for enterprise contact centres, and its own documentation frames the product as an "enterprise platform for building voice and chat agents". Voice is the defining channel: the vendor's pricing is quoted per minute of voice-agent use, and telephony handoff is specified at the SIP level. Beyond voice, the documentation also covers web chat, SMS/RCS, email and iOS/Android SDK channels. The vendor targets enterprises across nine named industries and sells through demo/sales contact rather than self-serve signup. ## Tested performance Source-based review. This portal has not run a hands-on benchmark, so nothing here reports observed performance. No record contains a score, a rating or a benchmark result, and none will until the agents have actually been tested. ## Fit verdicts Each state describes what the reviewed sources establish about a workflow, not whether the product is good at it. Vendor-documented means the vendor documents the workflow. External report means a source outside the vendor discusses it. Caveat documented means a cited source describes a limitation or failure in a specific context; read it alongside any capability evidence. Not established means the reviewed sources do not settle it, which is not the same as the product being unable to do it. States are derived from the cited claims below, never stored. ### Billing — External report - **Vendor capability:** PolyAI's integrations page lists "billing & payments" among the functions its agents perform against connected systems. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI — Integrations](https://poly.ai/integrations/); claim id: `polyai-billing-vendor`)_ - **Independent report:** TechCrunch reported that PolyAI's voice assistants complete tasks including payment processing for contact-centre callers. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-billing-tc`)_ > PolyAI's own handoff documentation names billing disputes as an example of a conversation the agent escalates to a human rather than resolving. ### Orders — External report - **Vendor capability:** PolyAI's integrations page lists "order management" and "booking & reservations" among the supported agent functions. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI — Integrations](https://poly.ai/integrations/); claim id: `polyai-orders-vendor`)_ - **Independent report:** TechCrunch reported that PolyAI's system handles order status updates and reservation management on inbound calls. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-orders-tc`)_ ### Returns — Not established No public source was found that settles this. ### Product questions — Vendor-documented - **Vendor capability:** 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, checked 20 Sept 2026; source: [PolyAI Docs — Knowledge sources introduction](https://docs.poly.ai/knowledge/sources/introduction.md); claim id: `polyai-knowledge-vendor`)_ > 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. ### Account issues — Not established No public source was found that settles this. ### Complaints — Caveat documented - **Documented gap:** 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, checked 20 Sept 2026; source: [PolyAI Docs — Voice channel: Handoffs](https://docs.poly.ai/voice-channel/handoffs.md); claim id: `polyai-complaints-gap`)_ ### Human handoff — Caveat documented - **Vendor capability:** 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, checked 20 Sept 2026; source: [PolyAI Docs — Voice channel: Handoffs](https://docs.poly.ai/voice-channel/handoffs.md); claim id: `polyai-handoff-vendor`)_ - **Documented gap:** 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, checked 20 Sept 2026; source: [PolyAI Docs — Voice channel: Handoffs](https://docs.poly.ai/voice-channel/handoffs.md); claim id: `polyai-handoff-gap`)_ ### Small businesses — Not established No public source was found that settles this. ### Mid-market — Not established No public source was found that settles this. ### Enterprise — External report - **Vendor capability:** 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); claim id: `polyai-enterprise-vendor`)_ - **Independent report:** 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, published 19 Aug 2025, checked 20 Sept 2026; source: [Gartner Magic Quadrant for Conversational AI Platforms 2025: The Rundown](https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-conversational-ai-platforms-2025-the-rundown/); claim id: `polyai-enterprise-gartner`)_ - **Independent report:** TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-enterprise-tc-customers`)_ > Gartner's cautions in the same analysis concern inflexible consumption-based pricing and an immature channel partner network. ## Industries An industry state says where the cited sources place the product, not how well it performed there. The same four states and the same rubric apply. Industry entries cite claims published in the agent's own record, by id, so a source is never stored twice and the two copies can never disagree. An industry with no entry is unknown, which is a gap in the public record rather than a finding. ### Retail and e-commerce — Vendor-documented - 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); claim id: `polyai-enterprise-vendor`)_ > Retail and restaurants are among the marketed verticals. The claim is the vendor's positioning of the product. ### Financial services — Vendor-documented - 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); claim id: `polyai-enterprise-vendor`)_ > 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. ### Telecommunications — Vendor-documented - 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); claim id: `polyai-enterprise-vendor`)_ > Telecom is one of the nine marketed industries, sourced to PolyAI's own homepage. ### Travel and hospitality — External report - 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); 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, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-enterprise-tc-customers`)_ > 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. ### Healthcare — Vendor-documented - 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, checked 20 Sept 2026; source: [PolyAI homepage](https://poly.ai/); claim id: `polyai-enterprise-vendor`)_ > Healthcare is one of the nine industries on PolyAI's own homepage. No healthcare deployment is independently reported. ### Public sector and education — External report - TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-enterprise-tc-customers`)_ > The same TechCrunch report refers to dozens of enterprise and government clients. Government clients are counted, not named or described. ### Logistics and delivery — External report - TechCrunch reported PolyAI's customers included FedEx and Marriott alongside dozens of enterprise and government clients handling millions of interactions monthly. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-enterprise-tc-customers`)_ > TechCrunch named FedEx among PolyAI's customers. A named account in funding coverage, with no description of the workflows in use. ## Strengths - PolyAI's languages page states the platform supports "75+ languages with native fluency" and enumerates 42 of them including Cantonese, Mandarin, Croatian, Gujarati, Tamil and Zulu. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI — Languages](https://poly.ai/languages/); claim id: `polyai-languages-breadth`)_ - CX Today's rundown of the 2025 Gartner Magic Quadrant for Conversational AI Platforms reports PolyAI placed as a Niche Player, with Gartner crediting its voice-automation focus, research investment and low customer churn. _(Independent report, published 19 Aug 2025, checked 20 Sept 2026; source: [Gartner Magic Quadrant for Conversational AI Platforms 2025: The Rundown](https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-conversational-ai-platforms-2025-the-rundown/); claim id: `polyai-gartner-mq-2025`)_ - PolyAI documents three SIP-level transfer methods for handing a live call to a human agent (SIP REFER as default, SIP INVITE for bridging, SIP BYE to return the leg) plus context delivery via custom X- SIP headers, a Handoff API and a Conversations API transcript. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI Docs — Voice channel: Handoffs](https://docs.poly.ai/voice-channel/handoffs.md); claim id: `polyai-handoff-sip-depth`)_ - PolyAI documents three interchangeable build surfaces — Agent Studio ("Build with or without code"), the PolyAI ADK ("CLI and Python package for building agents locally with a Git-native workflow") and REST APIs — and states an agent built in Studio can be updated through the ADK or APIs and vice versa. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI Docs — Platform introduction](https://docs.poly.ai/platform/introduction.md); claim id: `polyai-build-surfaces`)_ ## Weaknesses - In CX Today's summary of the 2025 Gartner Magic Quadrant, the analyst's cautions for PolyAI were its inflexible consumption-based pricing and an immature channel partner network. _(Independent report, published 19 Aug 2025, checked 20 Sept 2026; source: [Gartner Magic Quadrant for Conversational AI Platforms 2025: The Rundown](https://www.cxtoday.com/customer-analytics-intelligence/gartner-magic-quadrant-for-conversational-ai-platforms-2025-the-rundown/); claim id: `polyai-gartner-cautions`)_ - TechCrunch, reporting on PolyAI's $40M Series B, wrote that demo conversations "begin to sound repetitive after a while", that the technology "is somewhat constrained in what it can say", and that voice recognition struggles with certain accents and dialects despite accent-agnostic claims. _(Independent report, published 7 Sept 2022, checked 20 Sept 2026; source: [PolyAI lands $40M to handle contact center calls automatically](https://techcrunch.com/2022/09/07/polyai-lands-40m-to-handle-contact-center-calls-automatically/); claim id: `polyai-tc-demo-limits`)_ - PolyAI's knowledge-sources documentation states that URL ingestion crawls only "one level below the initial URL" with "a maximum of 10 embedded pages", and that syncing may fail if a URL requires login or credentials change. _(Vendor-reported, checked 20 Sept 2026; source: [PolyAI Docs — Knowledge sources introduction](https://docs.poly.ai/knowledge/sources/introduction.md); claim id: `polyai-kb-crawl-limits`)_ - PolyAI's marketing languages page claims 75+ languages while its developer documentation homepage states 24+ languages, so the supported-language count depends on which vendor surface is read. _(Editorial assessment, checked 20 Sept 2026; source: [PolyAI documentation homepage vs. languages marketing page](https://docs.poly.ai/); claim id: `polyai-language-count-discrepancy`)_ ## Product information ### 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, checked 20 Sept 2026; source: [PolyAI — Security](https://poly.ai/security/); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI Docs — documentation index (llms.txt)](https://docs.poly.ai/llms.txt); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI — Languages](https://poly.ai/languages/); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI Docs — documentation index (llms.txt)](https://docs.poly.ai/llms.txt); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI Docs — Knowledge sources introduction](https://docs.poly.ai/knowledge/sources/introduction.md); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI — Integrations](https://poly.ai/integrations/); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI Docs — Voice channel: Handoffs](https://docs.poly.ai/voice-channel/handoffs.md); claim id: `polyai-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, checked 20 Sept 2026; source: [PolyAI — Pricing](https://poly.ai/pricing/); claim id: `polyai-cmp-targetsize`)_ ### Vendor-reported performance claims - Unknown. No public source was found. ## Product positioning Product focus: Support operations. Product breadth: Connected suite. Editorial view of the documented offering, not a performance ranking or a revenue measurement. - PolyAI sells a voice-first agent with its own Agent Studio, developer kit and APIs, and documents transfer into contact centres including Salesforce, Zendesk, NiCE CXone, Amazon Connect and Five9 rather than supplying a human agent desk itself. That places it in support operations and connected suite. _(Editorial assessment, checked 20 Sept 2026; source: [Editorial assessment of the PolyAI platform](https://docs.poly.ai/platform/introduction.md); claim id: `polyai-positioning`)_ Landscape: https://ai-agent.review/positioning.md ## Evidence base The independent evidence behind these states comes mainly from analysts and trade press. Independent sources behind these verdicts: cxtoday.com, techcrunch.com. By kind: analysts and trade press (4). Verdicts across agents are not directly comparable while the evidence behind them comes from different kinds of source. See https://ai-agent.review/methodology#evidence-asymmetry. ## Change history Every change to this record is logged in the public changelog: https://ai-agent.review/changelog ## Corrections Factual corrections with a public source are accepted at corrections@ai-agent.review and answered within 14 days. Quote the claim id shown with each statement above. Method: https://ai-agent.review/methodology