Zendesk

AI agents call authorized actions that read and write the customer's CRM, and API integrations that update data in any external system the customer specifies. The Apps framework and marketplace, Custom Objects API and Channel framework connect the wider suite to third party systems and telephony. The breadth runs across CRM, arbitrary HTTP systems, channels and installed apps.

Sourcesupport.zendesk.com/hc/en-us/articles/10783053154202read 2026-09-05

Use cases identify what the customer is asking about and route each to either a generative procedure, which adapts the flow to the customer's responses while holding to business policy, or a dialogue, which runs defined branching logic. Both call authorized actions, API integrations to external systems and typed entities mid conversation.

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AI agents are bound to trusted knowledge sources, the Zendesk help center or an external knowledge base, which the platform indexes and draws on to generate answers, with a documented practice for optimizing that content for generative retrieval and generative search across it. The corpus is maintained by the platform and persists independently of any conversation.

Sourcesupport.zendesk.com/hc/en-us/articles/4408845739162read 2026-09-05

The customer defines exactly which actions an AI agent is authorized to perform, scopes each use case to either a flexible generative procedure or a prescriptive scripted dialogue with branching logic, customizes default system replies, and configures escalation to a human with full context. Authorization of actions and use case scoping are bounds the vendor ships, set before the agent acts.

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The Trust Center lists SOC 2 Type II with annual audits, ISO 27001:2022, 27017, 27018 and 27701, ISO 42001 for AI management, FedRAMP LI-SaaS, PCI DSS, HIPAA with a BAA, HDS, Cyber Essentials Plus and CSA STAR AI. Customer controls include enterprise SSO over SAML, OIDC or JWT, native two factor authentication, IP restrictions, audit logs on Enterprise plans, and an add on for bring your own key encryption, retention policies and PII masking.

Sourcezendesk.com/trust-centerread 2026-09-30

The reporting dashboard covers automation metrics and AI agent outcomes, voice records and transcripts attach to their tickets, and conversation data is retrievable programmatically for analytics and compliance. This is thorough accounting of what happened. No per conversation trace reconstructing why the agent chose a procedure, action or knowledge source is documented, which keeps this at Partial.

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The AI agents developer documentation covers storing and reusing parameters and metadata tied to each user or session, and entities capture typed values from a customer's messages within a conversation flow. No memory layer with a stated scope and lifetime is documented, which keeps this at Partial. The Resolution Learning Loop is model improvement absorbed by the vendor rather than memory the buyer can locate or delete.

Sourcedeveloper.zendesk.com/documentation/ai-agentsread 2026-09-05

The Data Center Location add on lets a customer choose hosting in the United States, the European Economic Area, the United Kingdom, Japan or Australia. It is free of charge on Suite Professional and higher, purchasable on legacy plans, and covers Support, Chat, Guide, Gather, Explore, Talk and WFM. Zendesk states that some processing by Zendesk group members, their providers and non Zendesk services falls outside the chosen region.

Sourcesupport.zendesk.com/hc/en-us/articles/4408838409754-about-the-data-center-location-add-onread 2026-09-30

Out of the box bot automation ships ready to answer from connected knowledge sources with default system replies, and the developer surface offers conversation flow templates and message types. The documented agent creation flow builds from scratch, selecting knowledge sources and then authoring use cases, procedures and dialogues, with no template gallery or prebuilt agent library named at any step. The Marketplace carries apps and integrations rather than adoptable agents.

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AI agents work across messaging, email, API, web form and voice channels, with each channel activated per agent, alongside the wider suite's social, chat and telephony intake.

Sourcesupport.zendesk.com/hc/en-us/articles/8724978128282-getting-started-with-ai-agents-for-customer-serviceread 2026-09-05

Zendesk discloses that it runs several third party model providers, using OpenAI, Google Gemini and ElevenLabs directly through zero retention endpoints and other models hosted on AWS Bedrock, Microsoft Azure, Groq and Fireworks AI. The selection is internal to Zendesk, and customer control is limited to turning AI features off or on rather than choosing the model that powers the product.

Sourcesupport.zendesk.com/hc/en-us/articles/6059285322522-generative-ai-at-zendeskread 2026-09-05

Zendesk offers a broad developer surface. REST APIs cover Support, AI Agents, Conversations, Talk, Chat, Custom Objects, Omnichannel, Search and Firehose. The Zendesk Apps framework with the ZAF client SDK builds installable apps, alongside mobile messaging SDKs for iOS and Android, a Web Widget API, a Channel framework and webhooks for real time events. The AI Agents API programmatically manages conversations, ticket workflows, escalations and data exports, gated behind the AI agents Advanced add on.

Sourcedeveloper.zendesk.com/api-referenceread 2026-09-05

Zendesk QA is a shipped customer facing product that scores conversations produced by both human and AI agents, with AI generated prompt suggestions and prompt based spotlight insights. It grades what the agent already produced rather than letting the customer test an agent before it goes live, and no simulation, scenario or regression surface is documented, which keeps this at Partial. The Resolution Learning Loop is Zendesk improving its own models, which is not the customer testing anything.

Sourcesupport.zendesk.com/hc/en-us/articles/9224552305946-about-ai-insights-in-zendesk-qaread 2026-09-05

AI agents act through authorized actions, API integrations and channel connectors, all programmatic surfaces. No browser control, virtual desktop or operation of software lacking a programmatic interface appears in the AI agent, actions or developer documentation.

Sourcesupport.zendesk.com/hc/en-us/articles/10783053154202read 2026-09-05