Sixth Insight - The Hidden C in Data

Sixth Insight - The Hidden C in Data

The Wheels of Ticketing - Desk Stories

The Hidden C in Data

[Importance of clean data]


Data cleaning

Data cleaning ensures ticketing systems' data is accurate, consistent, and complete. This process includes eliminating duplicates, fixing errors, and addressing missing information.
Quote
Clean data is happy data.

Why is data cleaning so important?

Data cleaning eliminates errors, inconsistencies, and duplicates within data, resulting in increased accuracy. Tools are available to help you swiftly address data issues. Enhancing accuracy enables the extraction of reliable insights. Inconsistent or inaccurate data can lead to misleading results, poor decision-making, and ineffective strategies.

Data hygiene

Data hygiene in a ticketing system refers to the processes and practices involved in maintaining accurate, complete, and consistent information. This is crucial for ensuring that customer support operations run smoothly and effectively.


  • Data accuracy
  • Data completeness
  • Data consistency
  • Data deduplication
  • Regular data audits


By prioritizing data hygiene, organizations can improve the efficiency of their support teams, enhance the quality of customer service, and gain valuable insights from reliable data analytics.

A story for better interpretation

Scrub your data clean

Once upon a time, a small but dedicated team in a tech company managed customer support through a ticketing system called "HelpNow." As the company grew, so did its customer base, leading to an overwhelming influx of support tickets. Although the team worked diligently, the increase in tickets created clutter. 
 
Once efficient, the HelpNow system became cluttered with old tickets, unresolved issues, and duplicate requests. Customer satisfaction started to decline as users waited longer for their problems to be resolved. Frustration lingered not only in the hearts of customers but also within the support team, which they found increasingly challenging to navigate through the cluttered ticketing system.
 
One day, the team lead, Joey, called for a meeting to address the urgent situation. "We need to scrub our data clean," he announced. The team discussed various strategies, but he had a vision of what needed to be done and a systematic approach to decluttering their HelpNow system.
 
The initial step entailed thoroughly reviewing and categorizing all existing support tickets utilizing a custom view. The team reached a consensus to archive tickets over six months old and lacked follow-up, as these were likely associated with resolved issues. To ensure efficient progress, they established a clear deadline for this undertaking, fully aware that collaborative effort and focused teamwork were essential for effectively addressing the backlog. Their strategic approach aimed to organize the current workload and foster a more streamlined process for ticket management.
 
Joey organized a “Scrub-a-thon” a week later, encouraging everyone to join forces. Each team member was assigned a category of tickets to review. Deleting duplicates became a friendly competition. Teams found ways to delete tickets using mass updates and automation, rewarding those who could clear the most entries. They quickly learned that many tickets had been created multiple times due to customers submitting the same request across different channels.
 
During this process, the team discovered an unexpected treasure trove of information. Many old tickets contained insightful feedback about the product, creating a new FAQ section that addressed common user questions. They also realized that some bugs needed urgent attention, leading to prioritized fixes for the product.
 
As the Scrub-a-thon continued, the team also acknowledged the importance of customer communication. They crafted an email update to inform customers about their efforts to improve support quality. Customers appreciated the transparency and felt confident that their concerns were being taken seriously.
 
After two weeks of hard work, their system was transformed. The volume of tickets had been dramatically reduced, and the remaining tickets were prioritized and categorized effectively for quicker solutions. Customer agents could easily navigate the system and focus on resolving issues rather than wading through a digital maze.
 
Reports generated from the cleaned data helped Joey and her team identify trends in customer inquiries and revamp their product support resources accordingly. Inspired by their findings, they implemented a new self-service help widget to empower users with immediate solutions. 
 
The results were incredible: response times dropped, customer satisfaction surged, and the support team thrived in their more organized environment. The HelpNow system became a case study in transforming mess into clarity, demonstrating the power of scrubbing away the unnecessary to unveil the valuable.

Best practices

Scheduled data audits

Scheduled data audits are the systematic process of regularly reviewing and analyzing data within a specific timeframe to ensure accuracy, compliance, quality, and relevance. This practice is essential for businesses and organizations to maintain the integrity of their data, identify errors, and ensure adherence to regulations and standard policies.

Removing inaccurate data entries

Removing inaccurate data entries means eliminating incorrect, erroneous, or misleading information entered into a system. These inaccuracies can occur for various reasons, including human error, technological glitches, data migration issues, or a lack of standardized procedures. 

Setting up field validations

Setting up field validations is crucial in ensuring data integrity and enhancing the user experience in any application. Field validations check users' input to ensure it meets specific criteria before being processed or saved. Validation rules in Zoho Desk help you overcome this problem by arresting incorrect data even before it can enter your help desk. Refer here for more details.

Detecting duplicate data

Duplicate data detection is crucial for maintaining data integrity and accurate records. The deduplication feature in Zoho Desk helps you find duplicate records in bulk and merge them.  Refer here for more details.

Addressing data security

Addressing data security involves implementing measures and practices to protect sensitive information from unauthorized access, breaches, and other cyber threats. Encryption takes the final stand against attempts to steal your data. It completes data protection by ensuring your data can neither be damaged nor stolen in the unfortunate event of a security breach.. Refer here for more details.

Inactive record management

Inactive record management involves managing records that are no longer in active use or required for daily operations. This encompasses outdated documents, files, or data that must be preserved for prospective reference, even though they do not require frequent access. In Zoho Desk, ticket management is simplified by automating the archiving of follow-up-less tickets over six months old by a deadline.. Refer here for more details.

Integrate data with analytics

Data analysis helps identify inconsistencies. Data analytics can automatically identify and flag inconsistencies within datasets. This helps agents quickly pinpoint errors or anomalies that might go unnoticed, improving the overall data quality. Data analytics can assess the quality of the data in real-time. It can provide metrics on completeness, accuracy, and consistency, giving agents the insights needed to ensure that the data they are working with is reliable. Refer here for more details.

Summing up

Ensuring a clean and accurate database is crucial for the effective operation of Zoho Desk. Data cleaning is not simply a one-time task; it requires a continuous effort to maintain the integrity and reliability of customer information. 


Establishing clear protocols and guidelines for data cleaning will ensure that agents understand their responsibilities and take accountability for upholding data quality. Mastering data cleaning practices will enhance your success.


Please stay tuned for more Desk Module stories.

 

Cheers,

 

Kavya Rao

The Zoho Desk Team

    • Recent Topics

    • Python - code studio

      Hi, I see the code studio is "coming soon". We have some files that will require some more complex transformation, is this feature far off? It appears to have been released in Zoho Analytics already

    • Good news! Calendar in Zoho CRM gets a face lift

      Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities

    • Replacing email ID,

      In zoho sheets If I am sending it as an email attachments can I replace sender email ID from notifications to my email ID.

    • Move orders scan ISBN

      Hi We have ISBN setup to be searched in items zoho but move orders dissent recognize the ISBN is there q missing configuration? regards, JS

    • ViewID and Zoho Desk API

      I'm looking at the documentation for Listing contacts and it looks like you can filter by ViewID. I assume this is views created in a department or all departments. Is this correct? And if so, how do I find the ViewID for that view? EDIT: I see the view

    • Ability to Link Reported Issues from Zoho Desk to Specific Tasks or Subtasks in Zoho Projects

      Hi Zoho Desk Team, Hope you're doing well. When reporting a bug from Zoho Desk to Zoho Projects, we’ve noticed that it’s currently not possible to select an existing task or subtask to associate the issue with. However, when working directly inside Zoho

    • Automatically Update Ticket Status in Zoho Desk Based on Actions in Zoho Projects

      Hi Zoho Desk Team, Hope you’re doing well. We’re using the Zoho Desk–Zoho Projects integration to manage tasks related to customer tickets, and it works well for linking and tracking progress. However, there are a few important automation capabilities

    • Print Tickets

      We have field engineers who visit customers. We would like the option to print a job sheet with full details of the job and account/contact details.

    • Zoho Desk integration with Power BI

      Hi, I want to be able to create a Power BI report which has live updates of ticket data from zoho desk, is this possile at all? Thanks Jack

    • Ability to Attach Images When Reporting Issues to Zoho Projects from Zoho Desk

      Hi Zoho Desk Team, Hope you’re doing well. We’re using the Zoho Desk–Zoho Projects integration to report bugs directly from support tickets into the Zoho Projects issue tracker. This integration is extremely useful and helps us maintain smooth coordination

    • Ability to Choose Task List and Add Subtasks When Creating Tasks from Zoho Desk

      Hi Zoho Desk Team, Hope you’re doing well. We’re using the Zoho Desk–Zoho Projects integration to seamlessly connect customer tickets with project tasks. While the integration works great overall, we noticed two important limitations that affect our workflow

    • Sync Task Status from Zoho Projects to Zoho Desk

      Hi Zoho Desk Team, Hope you’re doing well. We’re actively using the Zoho Desk–Zoho Projects integration, which helps our support and project teams stay aligned. However, we noticed that when we change a task’s status in Zoho Projects, the change is not

    • Default/Private Departments in Zoho Desk

      1) How does one configure a department to be private? 2) Also, how does one change the default department? 1) On the list of my company's Zoho Departments, I see that we have a default department, but I am unable to choose which department should be default. 2) From the Zoho documentation I see that in order to create a private department, one should uncheck "Display in customer portal" on the Add Department screen. However, is there a way to change this setting after the department has been created?

    • Retainer invoice in Zoho Finance modlue

      Hello, Is there a way of creating retainer invoices in the Zoho Finance module? If not can I request this is considered for future updates please.

    • Limited layout rules in a module

      There is a limit of 10 layout rules per module. Is there a way to get that functionality through different customization or workflow + custom function (easily accessible), etc. Having just 10 is limiting especially if module contains a lot of data. Are

    • Can we do Image swatches for color variants?

      We want to do something like the attached screenshot on our new zoho store. We need image swatches instead of normal text selection. We want to user to select an image as color option. Is this doable? I don't see any option on zoho backend. Please h

    • How Zoho Desk contributes to the art of savings

      Remember the first time your grandmother gave you cash for a birthday or New Year's gift, Christmas gift, or any special day? You probably tucked that money safely into a piggy bank, waiting for the day you could buy something precious or something you

    • Zoho CRM IP Addresses to Whitelist

      We were told to whitelist IP addresses from Zoho CRM.  (CRM, not Zoho Mail.) What is the current list of IP Addresses to whitelist for outbound mail? Is there a website where these IP addresses are published and updated?  Everything I could find is over

    • Color of Text Box Changes

      Sometimes I find the color of text boxes changed to a different color. This seems to happen when I reopen the same slide deck later. In the image that I am attaching, you see that the colors of the whole "virus," the "irology" part of "virology," and

    • The difference between Zoho Marketing Automation and Zoho Campaigns

      Greetings Marketers! This post aims to differentiate between Zoho Marketing Automation and Zoho Campaigns. By the time you get to the end of the post, you will be able to choose a product that objectively suits you. What is Zoho Marketing Automation?

    • When moments in customer support get "spooky"

      It’s Halloween again! Halloween is celebrated with spooky symbols and meanings based on history and traditions, with each region adding its own special touch. While we were kids, we would dress up in costumes along with friends, attend parties, and enjoy

    • How to use Rollup Summary in a Formula Field?

      I created a Rollup Summary (Decimal) field in my module, and it shows values correctly. When I try to reference it in a Formula Field (e.g. ${Deals.Partners_Requested} - ${Deals.Partners_Paid}), I get the error that the field can’t be found. Is it possible

    • Zoho Mail Android app update - View emails shared via Permalink on the app.

      Hello everyone! In the latest version(v2.8.2) of the Zoho Mail Android app update, we have brought in support to access the emails shared via permalink within the app. Earlier, when you click the permalink of an email, you'll be redirected to a mobile

    • Let us view and export the full price books data from CRM

      I quote out of CRM, some of my clients have specialised pricing for specific products - therefore we use Price Books to manage these special prices. I can only see the breakdown of the products listed in the price book and the specialised pricing for

    • Weekly Tips: Manage External Images in Zoho Mail

      When you receive emails every day, whether from clients, newsletters, or services, many of them contain external images that automatically load when you open the message. While this can make emails look more engaging, it can also impact your privacy and

    • Empowered Custom Views: Cross-Module Criteria Now Supported in Zoho CRM

      Hello everyone, We’re excited to introduce cross-module criteria support in custom views! Custom views provide personalized perspectives on your data and that you can save for future use. You can share these views with all users or specific individuals

    • How to display Motivator components in Zoho CRM home page ?

      Hello, I created KPI's, games and so but I want to be able to see my KPI's and my tasks at the same time. Is this possible to display Motivator components in Zoho CRM home page ? Has someone any idea ? Thanks for your help.

    • Introducing Record Summary: smarter insights at your fingertips

      Hello everyone, We’re excited to introduce the Record Summary feature. This powerful addition makes use of Zia to simplify how you interact with your CRM data, providing a seamless, consolidated view of critical record information. Scrolling through the

    • Account in Quick View Filter

      I have a report that I often run against a specific Account. Every time, I have to go into the edit menu and change the Advanced Filter. I would prefer to use the Quick View Filter, but it does not allow me to use the one and only field that makes any

    • Insert Cookie Policy in Zoho Sites

      Hello, i need to insert a banner on my site because i'm in Italy so i have to respect EU laws for Cookie Policy and Privacy Policy. I see that i need to insert a code in <head> section of my site to show a banner/popup with cookie info. How i can do this? Thank you Luca

    • Cliq iOS can't see shared screen

      Hello, I had this morning a video call with a colleague. She is using Cliq Desktop MacOS and wanted to share her screen with me. I'm on iPad. I noticed, while she shared her screen, I could only see her video, but not the shared screen... Does Cliq iOS is able to display shared screen, or is it somewhere else to be found ? Regards

    • Unable to confirm Super Admin assignment — confirmation button not working

      I’m trying to change the roles within my organization. I am currently a super admin and would like to add another user as a super admin. When I attempt to confirm the action, a screen appears asking for my password to verify my identity. However, when

    • Delegates should be able to delete expenses

      I understand the data integrity of this request. It would be nice if there was a toggle switch in the Policy setting that would allow a delegate to delete expenses from their managers account. Some managers here never touch their expense reports, and

    • Let's Talk Recruit: Meet Zia, your all-in-one AI assistant (Part-2)

      Welcome back to Let’s Talk Recruit series. In Part 1, we introduced Zia and how AI is reshaping the way recruiters work. This time, we’re taking a closer look at how far Zia has come and how each update continues to simplify your everyday tasks. When

    • Function #9: Copy attachments of Sales Order to Purchase Order on conversion

      This week, we have written a custom function that automatically copies the attachments uploaded for a sales order to the corresponding purchase order after you convert it. Here's how to configure it in your Zoho Books organization. Custom Function: Hit

    • stock

      bom/bse : stock details or price =STOCK(C14;"price") not showing issue is #N/A! kindly resolve this problem

    • Kaizen #8 - Handling Recurrence and Participants in the Events Module via API

      Hello everyone! We are back this week with an exciting post—Handling recurrence and participants in the Events module through API. First things first—What is the Events module? "Events" is a part of the Activities module in Zoho CRM.  An event is an activity that happens at a given place and time. You can find Events on the user's Zoho CRM's home page, Activities home page, Calendar, and in other related records. What are the types of Events? Events are of two types—Recurring and non-recurring events.

    • Marketer’s Space - Get Holiday-Ready with Zoho Campaigns

      Hello marketers, Welcome back to another post in Marketer’s Space! Q4 is packed with opportunities to connect with your audience - from Halloween, Black Friday, and Cyber Monday, to Thanksgiving, Christmas, and New Year. In this post, we’ll look at how

    • Personalized demo

      can I know more about the personalized demo we are construction company and

    • User Filter not selecting All Items

      We are encountering 2 issues when using the user filter. When users are trying to search using the filter option, the OK button is grayed out. Users have to unselect or make a change before it filters properly. 2. When filtering and the OK button works,

    • Next Page