Enhancing Zia's service with better contextual responses and article generation

Enhancing Zia's service with better contextual responses and article generation

Hello everyone, 

We are enhancing Zia's Generative AI service to make your support experience smarter. Here's how:

Increased accuracy with Qwen

One of the key challenges in AI is delivering responses that are both contextually accurate and empathetic while being able to consolidate ticket and thread conversations to generate meaningful summaries. The introduction of Qwen into Zia’s Generative AI service will make all of this easier for your agents to achieve while dealing with real customer issues.

While the Zia Generative AI model Llama 3.1 is an 8 billion parameter model known for its faster response generation, Qwen 2.5 is a 32 billion parameter model which trains on a larger scale of data to provide better contextual output. 

Qwen provides enhanced accuracy in generating content and ticket summarization, which enhances the overall performance and reliability of Generative AI features in Zoho Desk. 


Article generation from tickets

Support agents are always subject to time pressure when they're working with users who are facing an issue while using your product or service. Each ticket captures the conversation, from back-and-forth questions, clarifications, and discussions that eventually lead to the solution. This makes tickets a valuable repository of real-world problems and solutions.

However, tickets are not always accessible to everyone. As a result, this knowledge often remains non-reusable. Allowing agents to convert tickets into knowledge base (KB) articles ensures that these insights are captured, shared, and reused effectively.

Benefits of generating articles from tickets:
  1. Document real-time customer problem-solution scenarios as articles that can be referred by other customers
  2. Provide quick references to agents handling similar queries
  3. Empower customers with solutions that add value to self-service capabilities
How can agents generate articles from tickets?

Agents can select 1–10 conversations, including incoming threads, public and private comments, and agent replies, and convert them into an article that summarizes the problem and solution.
The generated article will be standardized and not include any personal or customer-specific details. Also, the agent cannot select attachments or images shared within the ticket while generating the article.



Article generation is now available for users in the EU, AU, US, CA, JP, and IN data centers. Qwen is available for users across EU, AU, US, and IN data centers. Kindly give the features a try and let us know your feedback in the comments.

For more information on article generation and Qwen, please refer to the help docs. 
  1. Article generation from Ticket
  2. Qwen model for Generative AI services 

PM: @Kavil Rawat 


Regards,
Raveena
User Ed | Zoho Desk

    • Sticky Posts

    • 2024 Email Authentication Standards: Elevating Security with Google and Yahoo

      In contemporary email communication, email authentication plays a pivotal role in mitigating email fraud, spam, and phishing attacks. Brace yourself for a new level of security. Starting February 2024, Gmail and Yahoo will be implementing robust email

    • Using Agent Email Address as From Address

      Currently, while replying to a ticket, it is possible for agents to choose their own email addresses as 'from' addresses. Although we built this just for that little extra flexibility, in hindsight, it hasn't figured much in conventional usage.  Almost all businesses prefer that responses to their customers' tickets be sent from the common support/service email address and NOT from those of individual agents. During personal interactions at events, some of you have even made passing mentions about

    • Edit and Delete options in Comments

      A lot of teams have been using ticket comments extensively to collaborate everyday. Notification Center further improved this experience by bringing real-time updates. As we continue to build more improvements to this experience, we've shipped a small-yet-important

    • Webinar 2: Supercharged customer support for growing business

      Join us for this webinar and learn how to step up your support game using a real-time communication platform to generate happier, more successful customers. In this live webinar, we will will discuss the importance of SalesIQ for your support team and how it can help you:  Understand your customers better and their journeys to proactively support and engage them even before they ask for help.  Integrating real time conversations into Zoho Desk’s Support, providing a conversational customer service

    • Customize Colors of your Customer Self Service Portal

      You asked for it. We heard you. We're happy to roll out the most sought after feature request, Customizing the Colors of your Customer Self-service Portal. Now you can set the color of your customer portal to mimic your company's web site, so that your customers visiting the portal will not feel alienated by the default theme.  Go ahead and configure the color of the header, tabs, fonts and background according to your needs. You can either choose between default color themes like Blue, Grey, Green

    • Recent Topics

    • Conditional formatting: before/after "today" not available

      When setting conditional formatting, it only allows me to set a specific calendar date when choosing "Before" or "After" conditions. Typing "today" returns the error "Value must be of type date". Is there a workaround? Thanks for any help!

    • Zoho mail account ownership transfer

      We recently took over another company and have assumed responsibility for its Zoho account, including Zoho Mail and all related services. We would like to formally transfer ownership of this account to our organization. Could you please outline the complete

    • Display Client Name in Zoho Creator Client Portal Dashboard

      Hello Zoho Creator Team, We hope you are doing well. Zoho Creator recently introduced the option to set a client’s display name in the Client Portal settings, which is very helpful for providing a personalized portal experience. However, there is currently

    • Introducing Connected Records to bring business context to every aspect of your work in Zoho CRM for Everyone

      Hello Everyone, We are excited to unveil phase one of a powerful enhancement to CRM for Everyone - Connected Records, available only in CRM's Nextgen UI. With CRM for Everyone, businesses can onboard all customer-facing teams onto the CRM platform to

    • Customizable UI components in pages | Theme builder

      Anyone know when these roadmap items are scheduled for release? They were originally scheduled for Q4 2025. https://www.zoho.com/creator/product-roadmap.html

    • Stop the Workarounds: We Need Native Multi-Step Forms

      After over 17 years of community requests, I'm hoping the Zoho team can finally address the lack of native multi-page form support in Zoho Creator. This has been one of the longest-standing feature requests in the community, with threads spanning nearly

    • Amazon.in FBA multiple warehouse integration with Zoho Inventory

      My organisation subscribed to Zoho One looking at the opportunity to integrate Amazon.in with Inventory. But during the configuration, we understood the integration has severe limitations when it involves multiple warehouses in the same Organisation.

    • Introducing Workqueue: your all-in-one view to manage daily work

      Hello all, We’re excited to introduce a major productivity boost to your CRM experience: Workqueue, a dynamic, all-in-one workspace that brings every important sales activity, approval, and follow-up right to your fingertips. What is Workqueue? Sales

    • Feature Request - Set Default Values for Meetings

      Hi Zoho CRM Team, It would be very useful if we could set default values for meeting parameters. For example, if you always wanted Reminder 1 Day before. Currently you need to remember to choose it for every meeting. Also being able to use merge tags

    • Issues with Actions By Zoho Flow

      Hi, I have a workflow that fires when a deal reaches a stage. This then sends out a contract for the client to sign. I have connected this up through Actions by Zoho Flow. Unfortunately this fails to send out. I have tracked it down to the date fields.

    • Adding custom "lookup" fields in Zoho Customization

      How can I add a second “lookup” field in Zoho? I’m trying to create another lookup that pulls from my Contacts, but the option doesn’t appear in the module customization sidebar. In many cases, a single work order involves multiple contacts. Ideally,

    • CRM x WorkDrive: We're rolling out the WorkDrive-powered file storage experience for existing users

      Release plan: Gradual rollout to customers without file storage add-ons, in this order: 1. Standalone CRM 2. CRM Plus and Zoho One DCs: All | Editions: All Available now for: - Standalone CRM accounts in Free and Standard editions without file storage

    • Windows Desktop App - request to add minimization/startup options

      Support Team, Can you submit the following request to your development team? Here is what would be optimal in my opinion from UX perspective: 1) In the "Application Menu", add a menu item to Exit the app, as well as an alt-key shortcut for these menus

    • Ability for admin to access or make changes in zoho form without asking for ownership

      Currently in zoho form only form owner can make the changes in the form and if someone else has to make changes then we have to transfer the ownership to them and even admin also cant access it . So i think admin must have the ability or option to access

    • Issue with WhatsApp Template Approval and Marketing Message Limit in Zoho Bigin

      We are facing issues while creating and using WhatsApp message templates through Zoho Bigin, and we request your clarification and support regarding the same. 1. Utility Template Approval Issue Until December, we were able to create WhatsApp templates

    • Zoho CRM Calendar View

      Hello Zoho team, We need desperately a calendar view next to list, kandan and other views. I think it should be easy to implement as you already have the logic from Projects and also from Kanban View in CRM. In calendar view when we set it up - we choose

    • Camera

      I can sign on to a meeting and see the other participants, but my screen is dark. The instructions for Zoho "Camera Settings" say "click on lock icon in address bar," but I don't see that icon! Suggestions?

    • What is Workqueue and how to hide it?

      Hi， My CRM suddenly have this "Workqueue", may I ask how to set the permission of this tab?

    • Batch/lot # and Storage bin location

      Hi I want to ask for a feature on Zoho inventory I own a warehouse and I've gone through different management software solutions with no luck until I found Zoho, it has been a game changer for my business with up to the minute information, I'm extremely happy with it. It's almost perfect. And I say Almost because the only thing missing for me (and I'm sure I'm not alone) is the need of being able to identify the lot number of my inventory and where it is located in the warehouse. Due to the nature

    • Adding Sender Address with Basic Plan

      According to the knowledge base, I should be able to add Sender addresses with the Basic Plan. But whenever I try to add an email, it takes me to a search window and I cannot find any emails in the list. Even mine, which is the admin. email.

    • Conditional Field Visibility in Bigin CRM

      I would like to request support for conditional field visibility within Bigin CRM. This feature should allow administrators to configure show/hide rules for fields based on predefined criteria (e.g., field values, picklist selections, stage changes,

    • Bill automation in Zoho Books

      Hi I am looking for 3rd-party options for bill automation in zoho which are economical and preferably have accurate scanning. What options do I have? Zoho's native scanning is a bit pricey

    • Reporting Tags

      We've been using reporting tags for years (before itemizing was available) and now we are finding reporting these tags are impossible to track. Reports have changed in the customization and our columns of reporting tags no longer show up. We do not use

    • Function #53: Transaction Level Profitability for Invoices

      Hello everyone, and welcome back to our series! We have previously provided custom functions for calculating the profitability of a quote and a sales order. There may be instances where the invoice may differ from its corresponding quote or sales order.

    • Consumption based inventory

      I am currently using Zoho Books for my hospitality business, which includes lodging and restaurant services. We purchase many items in bulk for storage and consumption as needed. I'd like these items to be recorded as inventory when purchased and categorized

    • Smarter Access Control: Role-Based Access vs. Responsibility-Based Profiles

      Every business has roles, responsibilities, and workflows. While roles help define structure, responsibilities within those roles are rarely the same. As your team grows, some members need access to only a specific set of features. Others require visibility

    • Partner with HDFC And Sbi Bank.

      Hdfc and sbi both are very popular bank if zoho books become partner with this banks then many of the zoho books users will benefit premium features of partnered banks.

    • API in E-Invoice/GST portal

      Hi, Do I have to change the api in gst/e-invoice portal as I use zoho e books for my e-invoicing. If yes, please confirm the process.

    • Member role in zoho meeting

      does a user with member role can see other users in the organization

    • Clone Recurring Expenses

      Our bookkeeping practices make extensive use of the "clone" feature for bills, expenses, invoices, etc. This cuts down significantly on both the amount of typing that needs to be done manually and, more importantly, the mental overhead of choosing the

    • Zoho Books - How to Invoke a Custom Function in Schedulers

      We have multiple schedulers that send emails to customers in batches. Currently, we are maintaining the same code across several schedulers. Is it possible to use a custom function inside a scheduler script? If yes, how can we invoke the custom function

    • Importing into Multiselect Picklist

      Hi, We just completed a trade show and one of the bits of information we collect is tool style. The application supplied by the show set this up as individual questions. For example, if the customer used Thick Turret and Trumpf style but not Thin Turret,

    • Special characters (like â, â, æ) breaking when input in a field (encoding issue)

      Hey everyone, We are currently dealing with a probably encoding issue when we populate a field (mostly but not exclusively, 'Last Name' for Leads and Contracts). If the user manually inputs special characters (like ä, â, á etc.) from Scandinavian languages,

    • Set Custom Icon for Custom Modules in new Zoho CRM UI

    • Portals-Adjust Column Sizes

      I am trying to adjust the column widths in Portals tabs. Columns that don't need to be wide are wide and longer ones are very short. I thought adding more to the digits box in Edit would widen them, but it doesn't. Anyone know how to adjust these?

    • All new Address Field in Zoho CRM: maintain structured and accurate address inputs

      The address field will be available exclusively for IN DC users. We'll keep you updated on the DC-specific rollout soon. It's currently available for all new sign-ups and for existing Zoho CRM orgs which are in the Professional edition. Latest update

    • is there any way to change the "chat with us now" to custom message?

      is there any way to change the "chat with us now" to custom message? I want to change this text

    • Notes badge as a quick action in the list view

      Hello all, We are introducing the Notes badge in the list view of all modules as a quick action you can perform for each record, in addition to the existing Activity badge. With this enhancement, users will have quick visibility into the notes associated

    • Is Zoho Live Chat compatible with WordPress CMS?

      Hello, I have a website called www.jjrlab.com and I'm interested in using Zoho Chat on it. Does it support WordPress CMS? Thanks.

    • Introducing spam detection for webforms: An additional layer of protection to keep your Zoho CRM clean and secure

      Greetings all, One of the most highly anticipated feature launches—Spam Detection in webforms—has finally arrived! Webforms are a vital tool for record generation, but they're also vulnerable to submissions from unauthenticated or malicious sources, which

    • Next Page