Zendesk AI: Features, setup and integration
- Automate suitable customer requests with AI agents
- Support agents with context, suggestions and approved actions
- Connect knowledge sources, workflows and backend systems
What does Zendesk AI include?
Zendesk AI is the intelligence layer of the Zendesk service platform. It combines AI features included in Zendesk Suite with AI Agents, the Copilot add-on and complementary tools for quality and workforce planning.
- For customers: Zendesk AI Agents answer questions, follow defined procedures and perform authorised actions in connected systems.
- For service teams: Zendesk Copilot provides context, suggested replies, summaries, guidance and agent-approved actions.
- For ticket management: Intelligent triage classifies requests by topic, sentiment, language and relevant entities for reporting, routing and workflows.
- For knowledge: Generative search, quick answers, translations and writing tools make approved content easier to find, use and maintain.
- For service operations: Zendesk QA supports quality management, while Zendesk WFM forecasts contact volumes and staffing requirements.
Which capabilities are included and which require an add-on depends on your Zendesk plan and use case. Leafworks reviews your existing setup, data sources and workflows and configures the combination that fits your service operation.
Zendesk AI features and availability
Zendesk AI combines features included in Zendesk plans with AI Agents, the Copilot add-on and complementary products for quality and workforce management. Availability depends on your plan, usage allowance and the specific capability.
| Product / module | Features | Availability |
|---|---|---|
| Zendesk AI features |
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Zendesk AI Agents Explore AI Agents |
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Zendesk Copilot Explore Copilot |
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| Admin Copilot |
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| Intelligent triage |
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| Voice AI Agents |
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| Complementary Zendesk products with AI capabilities | ||
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Zendesk Quality Assurance Explore Zendesk QA |
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Zendesk Workforce Management Explore Zendesk WFM |
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Employee Service Suite Explore employee service |
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You do not need every component to get started. The right setup depends on your existing Zendesk plan, request types, knowledge sources, integrations and automation goals. Leafworks helps you identify the useful capabilities and configure them around your service workflows.
Our AI Readiness Check helps you review your knowledge, data, processes and permissions before implementation. For a broader introduction, read our guide to AI in customer service.
Zendesk AI in action: Four practical examples
These examples (videos in German, English subtitles available) show the difference between customer-facing automation with AI Agents and agent assistance with Zendesk Copilot.
AI Agent for order-status enquiries
An AI Agent retrieves tracking data through an API and resolves suitable WISMO enquiries automatically.
Copilot for order-status enquiries
Copilot recognises the request, retrieves the relevant information and prepares a context-based response for the agent.
Copilot for voucher requests
Copilot checks voucher details and guides the agent through the approved process in the Agent Workspace.
Copilot for returns and complaints
Copilot guides agents through defined procedures and suggests the next response or action.
Zendesk AI in practice
Where Zendesk AI fits into your service workflows
Zendesk AI supports customer-facing automation, service teams and operational planning in different ways. These examples show which role AI Agents, Copilot, intelligent triage, integrations, QA and WFM play in each workflow.
🤖 Automate customer requests
Resolve order-status enquiries
Challenge: Service teams repeatedly look up tracking information and answer the same delivery questions.
Solution: A Zendesk AI Agent collects the required order information, retrieves current shipping data through an approved API and responds within the defined process.
Outcome: Suitable order-status enquiries can be completed automatically. Exceptions are handed over with the information already collected.
Process standard returns
Challenge: Return requests require repeated policy checks, data collection and updates in shop or logistics systems.
Solution: An AI Agent asks for missing details, checks the return conditions and can trigger authorised steps in connected systems, such as preparing a return label.
Outcome: Standard cases follow a consistent process, while exceptions and decisions outside the AI Agent’s permissions go to the appropriate team.
Provide support outside business hours
Challenge: Customers submit recurring questions when the service team is unavailable.
Solution: AI Agents use approved knowledge sources to answer suitable questions and collect the context required for a later handover.
Outcome: Customers can receive immediate help with defined requests, while complex or sensitive cases remain under human control.
🧑💻 Support agents with Copilot
Summarise complex tickets
Challenge: Agents need to read long conversation histories before they can understand the current issue.
Solution: Zendesk Copilot creates a summary of the ticket history and highlights the context needed for the next step.
Outcome: Agents can assess complex or transferred tickets without manually reviewing every previous message.
Suggest replies and relevant knowledge
Challenge: Agents repeatedly search for articles, macros and suitable wording while customers wait for a response.
Solution: Copilot suggests first replies, relevant macros and knowledge content based on the request. Writing tools help agents adapt the response before sending it.
Outcome: Agents spend less time searching and drafting while retaining control over the final response.
Guide agents through procedures
Challenge: Complex procedures are handled inconsistently, particularly during onboarding or in less frequent cases.
Solution: Auto assist recommends the next steps based on configured procedures and can perform actions after the agent has reviewed and approved them.
Outcome: Teams follow defined processes more consistently without removing human judgement from the workflow.
🔀 Classify, route and connect workflows
Classify incoming requests
Challenge: Teams manually identify the subject, language, sentiment and relevant details of each new ticket.
Solution: Intelligent triage classifies requests by topic, sentiment and language and identifies relevant entities such as products or order details.
Outcome: Tickets receive structured context that teams can use for reporting, prioritisation and subsequent workflows.
Route tickets to the right team
Challenge: Requests are delayed because they first reach the wrong queue or require manual reassignment.
Solution: Topic, sentiment, language and entity classifications can be used in Copilot-powered workflows to route and prioritise incoming tickets.
Outcome: Requests reach the appropriate team with useful context already attached.
Connect backend processes
Challenge: Agents switch between Zendesk, CRM, shop, ERP and logistics systems to complete one request.
Solution: Through Zendesk integrations, APIs and action flows, AI Agents and Copilot can retrieve approved data or trigger defined actions in connected systems.
Outcome: Suitable process steps can run directly from the Zendesk workflow without repeated manual data transfer.
📊 Improve quality and plan capacity
Identify quality issues
Challenge: Manual quality reviews cover only a limited selection of interactions and may miss recurring problems.
Solution: Zendesk Quality Assurance supports automated scoring, risk identification and AI-based insights aligned with defined quality standards.
Outcome: Quality teams can focus reviews and coaching on the interactions and patterns that require attention.
Forecast contact volumes
Challenge: Manual planning makes it difficult to prepare for recurring peaks, campaigns or changes in demand.
Solution: Zendesk Workforce Management uses historical data and forecasting algorithms to estimate future contact volumes and staffing requirements.
Outcome: Service leaders gain a clearer basis for capacity planning and can adjust forecasts for events and outliers.
Automate internal service requests
Challenge: HR and IT teams repeatedly handle routine questions and manually coordinate standard employee requests.
Solution: The Zendesk Employee Service Suite combines employee self-service, knowledge, workflows and AI-supported request handling.
Outcome: Suitable internal requests can be answered or routed consistently, while approvals and exceptions remain with the responsible teams.
Why choose Leafworks for Zendesk AI?
Leafworks in figures
~ 450
customers in the Zendesk environment
~ 1000
customer service projects
30+
team members
9.1/10
customer satisfaction
What makes us special
Leafworks brings strategy, Zendesk configuration, integrations and ongoing optimisation together in one team. You work with dedicated contacts, transparent scopes and measurable objectives from the first use case through live operation.
Our approach
Data-led
We use ticket data, request volumes and process effort to identify the use cases worth prioritising.
End-to-end
We connect Zendesk configuration with knowledge, workflows and the backend systems required for each process.
Experienced
Our team brings experience from around 1,000 projects, including complex Zendesk environments and integrations.
Transparent
We define scope, responsibilities, costs and measurable objectives before implementation begins.
How we roll
As a Zendesk Premier Partner, Leafworks supports the full implementation path: Zendesk configuration, AI Agents, Copilot, routing, custom apps and connections to CRM, ERP, shop and logistics systems. We also help you define permissions, controlled handovers and meaningful performance metrics.
Discuss your Zendesk AI project!
What our customers say
Reviews from the Zendesk Marketplace, German reviews have been translated.
Leafworks is simply excellent as a sparring and integration partner.
Solution-oriented, direct communication, fast response times and always on equal terms.
Even for requirements that initially seem complex, they find good solutions relatively quickly.
We felt in good hands during the setup and still do today. Overall, our contacts have always been easy to reach and, in the vast majority of cases, were able to help quickly and without complications. Thank you very much!
Leafworks is a knowledgeable, solution-oriented and honest partner for us.
Our collaboration with Leafworks has been consistently positive and extremely pleasant. Everything worked smoothly from the first contact through to implementation. The Leafworks team impressed us with its professionalism, expertise and open, warm communication. We particularly appreciate its reliability, fast response times and the considerable commitment shown in implementing our requirements.
We are completely satisfied and look forward to many more projects together!
Our collaboration with Leafworks on the implementation of Zendesk was excellent. The project was delivered professionally, on schedule and with a high level of technical expertise.
We are completely satisfied with the result and the way it was adapted to our processes. A big thank you to Dennis!
Leafworks implemented our project perfectly: competent, solution-oriented and always mindful of the bigger picture. From the setup to ongoing optimisation, we feel that we are in the best possible hands. Highly recommended!
I have been very happy with our collaboration from the first contact and still am today! With Leafworks’ help, we set up Zendesk perfectly for our needs. Even afterwards, every question, no matter how small, has always been answered in a friendly manner and extremely quickly, which I really appreciate. Thank you very much!
Leafworks handled the complete implementation of Zendesk for us. Based on our requirements, the system was ready for use within just a few weeks. Leafworks continued to support us after go-live, whether with fine-tuning, troubleshooting or the integration of additional features and connections. We will continue to rely on Leafworks because we always receive fast, straightforward and competent support.
We have been working with Leafworks for several years, and for good reason.
There really is no issue that the team has not handled to our complete satisfaction.
Whether as a strategic partner and consultant, on larger projects such as data integrations, custom apps and the introduction of Voice, or with adjustments to daily operations and support for process optimisation, Leafworks always delivers reliably, with a solution-oriented approach and an excellent understanding of our needs.
Leafworks was always there for us during the introduction of Zendesk, offering advice, practical support and extensive expertise. The project almost failed because of several complex, non-standard challenges, but Leafworks had a solution for every problem, whether our telephone system was incompatible or we received no notification when a contact did not have an email address. We now only conduct training with Leafworks because the people there are extremely competent and know exactly what they are doing.
The onboarding with Leafworks was very good. Everything was well planned, and we could always get immediate help whenever a problem or question arose. The team also listened to our requirements and found an individual solution. This allowed us to integrate all our existing data into Zendesk Guide effectively. We are grateful for the support we received and look forward to working together again in the future.
We have been working with Zendesk since 2012 and were able to rely on Leafworks’ support for the initial setup of our new help centre as part of our website relaunch in 2022. Everything went absolutely smoothly, from implementing intelligent contact forms and optimised ticket routing in the newly introduced Agent Workspace to supporting the creation and translation of dynamic content. Their advice on various improvements to the ticketing system was always constructive and extremely competent, and the implementation was remarkably fast. Special thanks go to Eren, who has always been quick to help with any questions and whose on-site training significantly improved our agents’ understanding. We are completely satisfied with Leafworks and look forward to the upcoming implementation of a new chatbot and our continued collaboration.
Leafworks supported us efficiently and effectively with restructuring and optimising Zendesk. Our consultant Tobi was always hands-on, enabling us to complete the project successfully, on schedule and without additional costs. Once our team is comfortable with the changes, we will start the second phase of our Zendesk project with Leafworks. You have certainly earned our trust. Thank you!
With Leafworks, we have found a partner whose expertise supports us with all our questions relating to Zendesk. The team knows exactly what it is doing, and that becomes clear from the very first interaction.
Leafworks provided excellent support with the initial setup of our Zendesk instance, the training of our employees and the introduction of our ERP integration.
Every interaction I had with Leafworks was friendly, constructive and productive. I always received very good and, above all, fast assistance, and we feel that we are in very good hands. I look forward to our next projects with Leafworks with great confidence and to continuing our successful collaboration!
We chose Leafworks based on Zendesk’s recommendation. Leafworks handled the complete setup of Zendesk for us, including the connection of all our online shops and the migration from our previous CRM. The support provided by Leafworks was exemplary. The team stood out in particular for its excellent communication and in-depth expertise, which made the collaboration highly successful and allowed every challenge to be resolved. Nothing was left to be desired.
We can recommend Leafworks without reservation and look forward to continuing our collaboration, as we regularly have specific requirements that Leafworks implements for us. We can also rely on the team at short notice whenever new problems arise.
Thank you for the excellent support 🙂
Leafworks has been our Zendesk implementation partner for more than a year. Great collaboration, flexible, easy communication and they always come up with creative solutions. Leafworks has an inspiring bunch of people. Many thanks for you support.
A strong partner for a great product
Great software – a very powerful customer support platform for email, Facebook chat, Instagram chat and bot conversations
Everything in one place. A fantastic product!
Good integrations with Shopware and Plentymarkets
Great automations and macros – easy to use
FAQs can be integrated into the online shop. Also excellent!
And if something does go wrong, Leafworks’ Zendesk support is there immediately!
It's always a pleasure to work with leafworks as a customer. Direct and easy contact, fast reaction and the stuff just works how it should !
Right at the start of our first meeting with Leafworks I noticed the outstanding Customer Support with quick response times and very friendly colleagues. Furthermore, the good cooperation was characterized by the joint development of creative ideas and constant support in the implementation, It was a great pleasure to work with Leafworks. I am looking forward to the next project. Many thanks!
Leafworks supported us in setting up our Zendesk support tool from scratch, including several custom features as well as Zendesk Guide. The collaboration went remarkably well, with smooth communication and quick implementation of our specific questions and requests. We’d like to compliment Leafworks on offering such efficient assistance and are looking forward to continuing our collaboration.
We had the opportunity to realize a very powerful integration of our CRM in Zendesk with Leafworks. Both sides are open to challenge each other to get the best solution for our customers.
Leafworks supported us during the set up of Zendesk with a custom app. In this way we were able to connect our backend with Zendesk. Collaboration was smooth and fast, I can highly recommend working with Leafworks!
The foundation for effective Zendesk AI
Zendesk AI works best when processes, knowledge, routing and integrations are reliable. These projects show how Leafworks creates and scales that foundation in complex Zendesk environments.
Looking for more examples? Visit our customer page for more Zendesk projects across different industries and company sizes.
View all customer storiesPlan your Zendesk AI setup with us
Which Zendesk AI capabilities are worthwhile depends on your ticket types, knowledge sources, integrations and existing Zendesk setup. In a free initial conversation, we review your starting point, identify suitable use cases and discuss the expected implementation effort.
Whether you want to introduce AI Agents, support your team with Copilot or connect Zendesk AI to external systems, Leafworks can handle the assessment, configuration, integration and ongoing optimisation.
Marvin Post
Solution Hero
- AI
- Automation
- Integrations
- Business Intelligence / BI
- Zendesk
- Digital Transformation
- Custom MVPs
Frequently asked questions about Zendesk AI
Zendesk AI Agents are available across Zendesk Suite and Support plans. The former distinction between AI Agents Essential and Advanced was removed in 2026.
Suite and Support Professional plans and above also include limited access to selected Copilot capabilities, such as ticket summaries, writing tools and intelligent triage classifications. The full Copilot feature set remains available as an add-on for Professional plans and above. Quality Assurance and Workforce Management are separate Zendesk modules.
Yes. Zendesk AI Agents can use APIs, multi-step procedures and data from external systems to retrieve information or perform configured actions. Copilot can also guide agents through connected workflows and execute actions after approval.
Leafworks connects Zendesk AI to systems such as CRM, ERP, shop, logistics and customer databases so that answers and actions are based on current operational data.
Yes. AI-generated ticket summaries give agents a concise overview of public comments and, if enabled, internal notes. Limited monthly usage is available on Suite and Support Professional plans and above, while the full Copilot add-on provides broader access.
Copilot can also create transcripts and summaries of voice calls, helping agents document conversations and continue work without manually reviewing the entire history.
Zendesk Copilot supports service teams during and after calls with real-time knowledge suggestions, transcription and call summaries.
Customer-facing Voice AI Agents can conduct conversations and hand calls over to human agents with the relevant context. As of August 2026, this capability is still available through an early access programme and is not yet generally available.
The cost depends on your Zendesk plan, the required features and actual usage. Access to AI Agents is available across Zendesk Suite and Support plans, while usage is managed through resolution allowances and different resolution tiers. The full Copilot feature set is available as an add-on for Professional plans and above. Quality Assurance and Workforce Management are priced separately.
We can review your existing plan and use cases before recommending additional licences or allowances.
Yes. Zendesk Employee Service provides AI-supported self-service and workflows for internal teams such as HR, IT and facilities. AI Agents can answer recurring employee questions, use internal knowledge and support connected processes such as access requests, equipment orders or password resets.
Zendesk AI can be configured for use in accordance with GDPR requirements, but compliance does not result from activating a feature alone. It also depends on contracts, permissions, data locations, retention settings, connected systems and the information made available to the AI.
Leafworks considers these requirements when configuring knowledge sources, integrations, access rights and handover processes. Your final legal assessment should remain part of your organisation’s data protection process.
There is no reliable standard duration. A clearly defined use case using existing Zendesk knowledge can be introduced much faster than an AI Agent that requires several integrations, actions and complex handover rules.
We normally begin by assessing ticket data, knowledge sources and workflows. The selected use case is then configured, tested against standard and exceptional cases, and launched with defined performance metrics. This allows us to provide a realistic scope and timeline before implementation begins.