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

    • Automation#34 : Automate Email threading for Ticket notification

      Hello Everyone, It's been a while since we've presented an automation. However, our community has been buzzing with ideas, use cases, and discussions with our community experts and Ask the Experts session. So, here we are again, presenting an automation

    • Automation#35 : Auto-Add Comments under the Owner's Name in Tickets via Macros

      Hello Everyone, This week's custom function provides simple steps to configure a Macro for adding comments to tickets with the name of the Comment owner. When managing tickets, you can use the Comment feature to communicate internally with your team and

    • Automation#36: Auto-create time-entry after performing the Blueprint transition

      Hello Everyone, This week’s edition focuses on configuring a custom function within Zoho Desk to streamline time tracking within the Blueprint. In this case, we create a custom field, and request the agent to enter the spending time within the single

    • Automation#33: Automate Splitting Names for Existing Contact Records

      An organized directory – who doesn't love one? Previously, we explored how to split contact names into First Name and Last Name for new contacts in Zoho Desk. But what about existing contacts already in your database? This week, we bring you a custom

    • About Meetings (Events module)

      I was working on an automation to cancel appointments in zoho flow , and in our case, we're using the Meetings module (which is called Events in API terms). But while working with it, I'm wondering what information I can display in the image where the

    • import data from Apollo.ai into zoho crm via zoho flow

      I might be asking this question in the wrong forum. We use Apollo.ai to find potential new leads for our business, there are around 10000 leads that we have initially found. We have an Apollo.ai account but just to do searches, we dont use it as a crm.

    • Fix the speed

      It takes ages to load on every step even though my dataset is quite small.

    • Workqueue

      I really like the idea of the Workqueue generally - it will be really useful. What it seems to lack however, is the ability to customise it properly. I want to be able to show a custom view rather than just "My Leads" and "Leads Assigned in Last 3 hours".

    • Webform & spam

      Hi, We set up 2 webform on our website, fowarding the content to Zoho CRM. Since it has been opened up, we are getting lot of spam message (for now about 20 a day). To lower the amount of false new leads we added the captcha field and new enquieries are

    • Zoho CRM Web form page URL

      Hi there, I am getting quite a bit of spam through my Zoho CRM Web form and want to restrict the URLs it is submittable from. I can see that I can add Location URLs but I need to be able to just add a domain so can I enter mydomain.com/* to cover all

    • Receiving too many Spam Leads. Why?

      I am receiving so many junk leads from web forms created by zoho's platform. The junk queries are increasing day by day and are affecting our business. I am continuously following up with zoho team from the past one year but not getting any satisfactory

    • Mail Merge is not working properly as far as the AUTOMATE section is concerned

      Hi there, I created a Mail Merge template for the Deal module. I would like Deal owners to mail merge their Deal records, download the Mail Merge document as a Word doc and make a few changes before sending it to the customer. Thing is, neither the "Merge

    • Canvas Detail View Related List Sorting

      Hello, I am having an issue finding a way to sort a related list within a canvas detail view. I have sorted the related list on the page layout associated with the canvas view, but that does not transfer to the canvas view. What am I missing?

    • project name field issue- n8n

      Hey guys, I have a question. I want to create a new product using the workflow. The problem is with the product name field; I don't know how to fill it in. The workflow starts with retrieving information from the leads table, retrieving links to scrape

    • Function #20: Custom calculation in item table of invoices

      When you create an invoice in Zoho Books, the 'Amount' of a line item is typically calculated as the product of the "Quantity" and the "Rate" of the item. For instance, if an item has a sales rate of $50 and a quantity of 5 is sold, then the amount would

    • Flexible Partial-Use Coupons (Stored Value Credits)

      Subject: Feature Request: Ability for users to apply partial coupon balances per transaction Problem Statement Currently, our coupons are "one-and-done." If a user has a $50 coupon but only spends $30, they either lose the remaining $20 or are forced

    • How to track repeat customers?

      I own a food business and every order is entered into Zoho with: a unique Customer ID total order amount date of order With this information, I want to be able to see a list of my "best" customers. In other words, descending lists arranged according to:

    • How to hide or archive a blog post temporarily in Zoho commerce website builder?

      I would like to temporarily hide or archive a blog post in zoho commerce website builder so that it doesnt appear on my website till I enable it again. I tried to look for this option but could not find it.  It only allows me to permanently delete a blog

    • Button to Reapply Filters on Sheet(s)

      I wrote a macro that I attached to a button to reapply the filters on all my sheets and it says it works, but it doesn't actually do anything. What is wrong with it? Is there another way? Or even make it work for one sheet? Sub UniversalFilterRefresh()

    • Zoho Books - Breaking A Working App

      We've been using Zoho for many years now. Across all apps, entering phone numbers in standard formats was enabled in all apps. These formats are: xxx.yyy.zzzz xxx-yyy-zzzz (xxx) yyy-zzzz and we were able also to add extension numbers in these formats:

    • Automate pushing Zoho CRM backups into Zoho WorkDrive

      Through our Zoho One subscription we have both Zoho CRM and Zoho WorkDrive. We have regular backups setup in Zoho CRM. Once the backup is created, we are notified. Since we want to keep these backups for more than 7 days, we manually download them. They

    • Build data protection into your support

      At Zoho, privacy is our principle. Every Zoho product is built with privacy as the foundation and the finishing touch, guiding every decision we make. Security, privacy, and compliance are woven into the software development lifecycle, starting from how

    • 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

    • 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.

    • 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.

    • 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,

    • Next Page