---
pair: agentforce-vs-polyai
page_url: https://ai-agent.review/compare/agentforce-vs-polyai
record_url: https://ai-agent.review/compare/agentforce-vs-polyai.md
agents: [agentforce, polyai]
tested_performance: not-yet-tested
facts_checked_at: 2026-09-20
---

# Agentforce vs PolyAI

Comparing **Agentforce** (Salesforce, https://ai-agent.review/agents/agentforce.md) and **PolyAI** (PolyAI, https://ai-agent.review/agents/polyai.md).

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.

Facts last checked 20 Sept 2026, the earlier of the two records.

## Fit comparison

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.

| Area | Agentforce | PolyAI |
| --- | --- | --- |
| Billing | Vendor-documented | External report |
| Orders | Vendor-documented | External report |
| Returns | Vendor-documented | Not established |
| Product questions | Vendor-documented | Vendor-documented |
| Account issues | Vendor-documented | Not established |
| Complaints | Vendor-documented | Caveat documented |
| Human handoff | Vendor-documented | Caveat documented |
| Small businesses | Not established | Not established |
| Mid-market | Not established | Not established |
| Enterprise | Vendor-documented | External report |

Evidence for each verdict is listed per agent below.

### Agentforce: fit evidence

### Billing — Vendor-documented

- **Vendor capability:** Salesforce describes billing-detail and dispute actions for Agentforce for Communications. That page labels its prebuilt subagent employee-facing and includes an availability disclaimer; it does not establish an included customer-facing Service Agent billing flow. _(Vendor-reported, checked 20 Sept 2026; source: [Billing Resolution for Agentforce for Communications (Salesforce)](https://www.salesforce.com/eu/agentforce/use-cases/communications/billing-resolution/); claim id: `agentforce-billing-vendor`)_

> Illustrative scenario, not a test: explain a disputed charge from an authenticated customer’s billing records. Confirm the licensed service offering, billing connection and approval path. The employee-facing Communications example cannot establish that the general Service Agent can resolve this independently.

### Orders — Vendor-documented

- **Vendor capability:** Salesforce’s Service training gives order lookup and cancellation as configurable workflow examples, with a lost-package request routed to a person. _(Vendor-reported, checked 20 Sept 2026; source: [Explore use cases for Agentforce for Service (Salesforce Trailhead)](https://trailhead.salesforce.com/content/learn/modules/agentforce-service-agent-quick-look/explore-use-cases-for-agentforce-for-service); claim id: `agentforce-fit-orders-vendor`)_

> Illustrative scenario, not a test: look up a shipment by order number and return its status. Prove customer verification and order access first; separately test cancellations, missing parcels and stale tracking. The partner demonstration listed above covers lookup, not all order support.

### Returns — Vendor-documented

- **Vendor capability:** Salesforce’s architecture guide illustrates a refund chain: retrieve order details, check eligibility, call the payment gateway and update the case after confirmation. It is an implementation pattern, not a measured deployment result. _(Vendor-reported, checked 20 Sept 2026; source: [Agentic integration patterns (Salesforce Architects)](https://architect.salesforce.com/docs/architect/fundamentals/guide/agentic-integration-patterns); claim id: `agentforce-fit-returns-vendor`)_

> Illustrative scenario, not a test: request a refund within the return window. The payment connection must return confirmation before the case is closed, and retrying a request must not issue a second refund. Confirm which actions your team must implement.

### Product questions — Vendor-documented

- **Vendor capability:** Salesforce documents a knowledge-answering action for questions such as return policies and warranty information. _(Vendor-reported, checked 20 Sept 2026; source: [Explore use cases for Agentforce for Service (Salesforce Trailhead)](https://trailhead.salesforce.com/content/learn/modules/agentforce-service-agent-quick-look/explore-use-cases-for-agentforce-for-service); claim id: `agentforce-fit-productq-vendor`)_

> Illustrative scenario, not a test: explain a warranty’s coverage from the approved article. Verify that the answer matches the customer’s model and region and asks for clarification when those details are missing. A knowledge source does not guarantee a correct answer.

### Account issues — Vendor-documented

- **Vendor capability:** Salesforce’s Service training includes customer-detail retrieval and password-reset examples, with verification instructions and additional configuration for private actions. _(Vendor-reported, checked 20 Sept 2026; source: [Explore use cases for Agentforce for Service (Salesforce Trailhead)](https://trailhead.salesforce.com/content/learn/modules/agentforce-service-agent-quick-look/explore-use-cases-for-agentforce-for-service); claim id: `agentforce-fit-account-vendor`)_

> Illustrative scenario, not a test: help a locked-out customer recover access. Verify identity using the intended authentication flow before exposing account data or initiating a reset. Demonstrate the actual identity-provider integration, not just a helpful-sounding reply.

### Complaints — Vendor-documented

- **Vendor capability:** Salesforce documents escalation of complex or sensitive Service Agent requests through Omni-Channel Flow. _(Vendor-reported, checked 20 Sept 2026; source: [Agentforce Service Agent (Salesforce Help)](https://help.salesforce.com/s/articleView?id=service.service_agent_overview.htm&language=en_US&type=5); claim id: `agentforce-complaints-vendor`)_

> Illustrative scenario, not a test: a customer objects to repeated unresolved charges. Route the case to a person with context and a clear next step. This source documents escalation, not reliable emotion detection or successful resolution of complaints.

### Human handoff — Vendor-documented

- **Vendor capability:** Service Agents use configured Omni-Channel Flow routing to transfer support requests to service representatives or other destinations. _(Vendor-reported, checked 20 Sept 2026; source: [Agentforce Service Agent (Salesforce Help)](https://help.salesforce.com/s/articleView?id=service.service_agent_overview.htm&language=en_US&type=5); claim id: `agentforce-fit-handoff-vendor`)_

> Illustrative scenario, not a test: a customer asks to speak to a person. Confirm the destination queue is staffed, the conversation reaches it and the customer receives an off-hours path when nobody is available.

### Small businesses — Not established

No public source was found that settles this.

> Illustrative buying scenario: a small team already using Salesforce wants to answer common support questions. Assess the required setup, data access and ongoing ownership. Neither team size nor an analyst’s view of implementation skills establishes that the product will fail for this team.

### Mid-market — Not established

No public source was found that settles this.

> Illustrative buying scenario: a company with Salesforce support records wants order lookup connected to a separate fulfilment system. Evaluate integration effort and administrator capacity. This is a configuration and operating-model decision, not a verdict based on headcount.

### Enterprise — Vendor-documented

- **Vendor capability:** Salesforce positions Agentforce for enterprise-scale support and documents building agents with its platform tools and integrations. _(Vendor-reported, checked 20 Sept 2026; source: [Agentforce platform (Salesforce)](https://www.salesforce.com/agentforce/); claim id: `agentforce-fit-enterprise-vendor`)_

> Illustrative buying scenario: a global support organisation needs customer-specific access across multiple business systems. Request evidence for permissions, routing and language coverage in that configuration. Enterprise positioning alone does not establish successful deployment.

### PolyAI: fit evidence

### 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.

## Product information

| Attribute | Agentforce | PolyAI |
| --- | --- | --- |
| Deployment model | Service Agents are configured in Salesforce and connected to customer channels, with a default service template or specialised templates. Confirm the required editions for the chosen agent type. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Channels | Salesforce describes messaging, web, mobile and voice service experiences. Channel availability and setup should be checked for the specific Service Agent offering. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Languages | The current supported-language table includes English, French, German, Japanese, Polish and others, with some additional languages marked beta. Voice support differs; use the table for the chosen channel. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Help desk and CRM integrations | The reviewed deployment uses Salesforce service records and routing. External business systems can be connected through configured agent actions; this does not establish a turnkey connector for every other help desk. (Editorial assessment, checked 20 Sept 2026) | 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) |
| Knowledge sources | Agentforce Data Library indexes knowledge articles, uploaded files or web sources. It requires Data 360 setup; the library must be assigned to the agent. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Actions in backend systems | Actions can use Salesforce workflows, code and external APIs. A refund is a configured sequence with eligibility checks and payment confirmation, not a universal action available on every installation. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Human handoff | Omni-Channel Flow routes complex or sensitive requests from the Service Agent to service representatives or another configured destination. (Vendor-reported, checked 20 Sept 2026) | 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) |
| Target customer size | Salesforce markets Agentforce for enterprise-scale support. Our editorial assessment is that existing Salesforce data, administrator capacity and integration needs are more useful selection criteria than employee count. (Editorial assessment, checked 20 Sept 2026) | 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) |
| Vendor-reported performance claims | Salesforce’s customer story reports about 76% of queries resolved without a human on its own Help site. This vendor-operated deployment is not a controlled comparison, and its resolution definition and workload should not be assumed equivalent to other vendors’ figures. (Vendor-reported, checked 20 Sept 2026) | Unknown |

Full source links for each attribute are in the per-agent records linked above.

## Industry comparison

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.

| Industry | Agentforce | PolyAI |
| --- | --- | --- |
| Retail and e-commerce | Not established | Vendor-documented |
| Financial services | Not established | Vendor-documented |
| Telecommunications | Not established | Vendor-documented |
| Travel and hospitality | Not established | External report |
| Healthcare | Not established | Vendor-documented |
| Public sector and education | Not established | External report |
| Logistics and delivery | Not established | External report |

Evidence for each industry is listed per agent below.

### Agentforce: industry evidence

### Retail and e-commerce — Not established

No reviewed source places this product in this industry.

### Financial services — Not established

No reviewed source places this product in this industry.

### Telecommunications — Not established

No reviewed source places this product in this industry.

### Travel and hospitality — Not established

No reviewed source places this product in this industry.

### Healthcare — Not established

No reviewed source places this product in this industry.

### Public sector and education — Not established

No reviewed source places this product in this industry.

### Logistics and delivery — Not established

No reviewed source places this product in this industry.

### PolyAI: industry evidence

### 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.

## Agentforce: evidence base

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

Independent sources behind these verdicts: none.

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.

## PolyAI: 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.

## Corrections

Factual corrections with a public source are accepted at corrections@ai-agent.review and answered within 14 days. Method: https://ai-agent.review/methodology