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

# Ada vs PolyAI

Comparing **Ada** (Ada, https://ai-agent.review/agents/ada.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 | Ada | 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.

### Ada: fit evidence

### Billing — Vendor-documented

- **Vendor capability:** Ada lists billing and payment questions among its email workflows, using information retrieved from connected business systems. _(Vendor-reported, checked 20 Sept 2026; source: [AI customer service agents for email (Ada)](https://www.ada.cx/platform/email/); claim id: `ada-billing-email-inquiry-list`)_

> Illustrative scenario, not a test: explain a duplicate charge using the customer’s payment records. Ada documents billing inquiries; verify identity checks, access to the payment system and the route for a disputed charge. Answering a question and reversing a payment are separate operations.

### Orders — Vendor-documented

- **Vendor capability:** Ada documents API-driven order-status lookups, so live order answers depend on connecting the order system. _(Vendor-reported, checked 20 Sept 2026; source: [Key concepts (Ada docs)](https://docs.ada.cx/docs/welcome/key-concepts); claim id: `ada-fit-orders-vendor`)_

> Illustrative scenario, not a test: retrieve shipment status for a customer’s order and give the carrier’s tracking link. Validate customer ownership, missing orders and stale tracking data. A lookup does not demonstrate that lost parcels are resolved.

### Returns — Vendor-documented

- **Vendor capability:** Ada describes returns workflows that check order eligibility, offer permitted options and create a return label through connected systems. _(Vendor-reported, checked 20 Sept 2026; source: [AI customer service agent for ecommerce and retail (Ada)](https://www.ada.cx/industry/ecommerce/); claim id: `ada-returns-ecommerce-page`)_

> Illustrative scenario, not a test: check whether an unopened item is inside the return window, then request a label from the order system. Confirm the label was created before saying the return is arranged, and route policy exceptions to a person.

### Product questions — Vendor-documented

- **Vendor capability:** Ada uses imported knowledge to answer questions; its documentation explains that relevant passages are retrieved from that content. _(Vendor-reported, checked 20 Sept 2026; source: [Knowledge setup (Ada docs)](https://docs.ada.cx/docs/knowledge/core-workflows/knowledge-setup); claim id: `ada-fit-productq-vendor`)_

> Illustrative scenario, not a test: answer whether a product works with a specific phone model from the compatibility guide. Check that the reply uses the correct product version and asks for missing details instead of inventing compatibility.

### Account issues — Vendor-documented

- **Vendor capability:** Ada documents account updates through external APIs and sign-in tokens for sensitive actions. _(Vendor-reported, checked 20 Sept 2026; source: [Key concepts (Ada docs)](https://docs.ada.cx/docs/welcome/key-concepts); claim id: `ada-fit-account-vendor`)_

> Illustrative scenario, not a test: update the signed-in customer’s contact details through an authorised account API. Verify that another customer’s records cannot be changed and that failed updates are not reported as complete.

### Complaints — Vendor-documented

- **Vendor capability:** Ada documents routing to human support based on conversation context and configured handoff descriptions. _(Vendor-reported, checked 20 Sept 2026; source: [Handoff management (Ada docs)](https://docs.ada.cx/docs/handoffs/handoff-management); claim id: `ada-complaints-handoff-vendor`)_

> Illustrative scenario, not a test: a customer says repeated delivery problems remain unresolved. Configure a route to the complaints team with the case details. Routing is documented; the reviewed sources do not measure successful complaint resolution or de-escalation.

### Human handoff — Vendor-documented

- **Vendor capability:** Ada documents live transfers, follow-up tickets, off-hours paths and error fallbacks across its handoff setup. _(Vendor-reported, checked 20 Sept 2026; source: [Handoff management (Ada docs)](https://docs.ada.cx/docs/handoffs/handoff-management); claim id: `ada-fit-handoff-vendor`)_

> Illustrative scenario, not a test: a customer requests a person after an unsuccessful answer. Verify that the receiving team gets the conversation and that, outside working hours, the customer receives a clear follow-up path.

### Small businesses — Not established

No public source was found that settles this.

> Illustrative buying scenario: a small shop needs only shipping FAQs and occasional order lookups. Ask Ada to demonstrate that limited scope and the work needed to maintain it. Demo-led procurement does not establish that every small business is a poor fit.

### Mid-market — Not established

No public source was found that settles this.

> Illustrative buying scenario: a growing retailer wants email and chat support connected to an existing help desk. Evaluate the exact connectors, workflow ownership and conversation volume. Employee count alone does not establish suitability.

### Enterprise — Vendor-documented

- **Vendor capability:** Ada’s demo page explicitly targets enterprise customer-experience teams and proposes a tailored demonstration and implementation plan. _(Vendor-reported, checked 20 Sept 2026; source: [Book a demo (Ada)](https://www.ada.cx/demo/); claim id: `ada-fit-enterprise-vendor`)_

> Illustrative buying scenario: a multi-brand support team needs shared knowledge with brand-specific policies and handoff routes. Request a demonstration of those boundaries. Enterprise positioning is documented; successful performance for that configuration is not established here.

### 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 | Ada | PolyAI |
| --- | --- | --- |
| Deployment model | Ada documents setup through its dashboard and a website or mobile chat integration, with connected knowledge and configured workflows. (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 | Chat, voice, email and social messaging are documented. Voice and social connections use supported external platforms; confirm the intended channel integration. (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 | 60 languages are documented for messaging and email; voice supports a subset. English remains the fallback language. (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 integrations directory includes Zendesk, Salesforce, ServiceNow, Freshworks, Genesys and Help Scout. Check each entry for knowledge, messaging, email or voice support. (Vendor-reported, 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 | Knowledge can come from help centres, websites, articles created in Ada and custom sources through the Knowledge API. (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 | API tools, formerly called Actions, retrieve or send data through configured endpoints. Playbooks and Processes organise those calls into workflows. (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 | Configured live transfers or follow-up tickets, with off-hours and error paths. Up to five active handoff configurations are documented. (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 | Ada presents an enterprise-focused sales process with a tailored demonstration and implementation plan. This positioning does not establish a minimum viable company size. (Vendor-reported, 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 | Ada reports that Dott’s automated resolution increased from 32% to 77% after adopting Ada and connecting backend automations. This is one customer’s vendor-published result, not a platform-wide average or a comparable benchmark. (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 | Ada | PolyAI |
| --- | --- | --- |
| Retail and e-commerce | Vendor-documented | 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.

### Ada: industry evidence

### Retail and e-commerce — Vendor-documented

- Ada describes returns workflows that check order eligibility, offer permitted options and create a return label through connected systems. _(Vendor-reported, checked 20 Sept 2026; source: [AI customer service agent for ecommerce and retail (Ada)](https://www.ada.cx/industry/ecommerce/); claim id: `ada-returns-ecommerce-page`)_

> Ada's own retail and ecommerce page is the only source placing the product here. It describes returns workflows against connected commerce systems; no independent report of a retail deployment was found.

### 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.

## Ada: 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