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

    • Create custom rollup summary fields in Zoho CRM

      Hello everyone, In Zoho CRM, rollup summary fields have been essential tools for summarizing data across related records and enabling users to gain quick insights without having to jump across modules. Previously, only predefined summary functions were
    • Partially receive PO without partial Bill?

      Most of our inventory is pre-paid. Let's say we purchase 30 pieces of 3 different items for a total of 90 pieces. It is common for our supplier to send us the items as they are ready. So we will receive 30 pieces at a time. How can I partially receive
    • 2 users editing the same record - loose changes

      Hello, I'm very new to Zoho so apology if this has been addressed somewhere i can't find. I have noticed the following: If we have 2 users put an inventory item in edit mode at the same time: say user1 click on edit and user2 while user1 is still in edit,
    • lookup and integrated forms

      I might be misunderstanding things but I wanted to integrate our zoho crm contacts into creator. I imagined that when I used the integration it would mirror into creator. It did brilliant. BUT We have a ticket form in creator that we want to use a lookup
    • Has anyone integrated SMS well for Zoho Desk?

      Our company does property management and needs to be able to handle inbound sms messages which create a ticket for Zoho Desk. We then need to be able to reply back from Zoho desk which sends the user an sms message. This seems like a fairly common thing
    • How to get the Dashboard page to be the first page when you open the app

      So when it opens on a tablet or phone it opens on the welcome page, thanks.
    • Figma in Zoho Creator

      Hi Team, I’m creating a form using Figma and would like to know how to add workflows like scheduling, custom validation, and other logic to it. Can anyone help me understand how to set this up for a Figma-based Creator UI form?
    • How I set default email addresses for Sales Orders and Invoices

      I have customers that have different departments that handle Sales Orders and Invoices. How can i set a default email for Sales Orders that's different than the default email for Invoices? Is there a way I can automate this using the Contact Persons Departments
    • 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
    • Notes Attachments

      Two things it would be nice to have the attachment size the same as the attachments sections and it would be nice to be able to attach links like you can in the attachments section. Thank you
    • Zoho Sheet - Desktop App or Offline

      Since Zoho Docs is now available as a desktop app and offline, when is a realistic ETA for Sheet to have the same functionality?I am surprised this was not laucned at the same time as Docs.
    • Formula fields not refreshing until page is reloaded

      I need help/advice about the formula fields and how I can refresh the information in real-time. We have two formula fields on our deals page which show calculated prices: One formula is in a subform which calculates the subform total + 1 other field amount
    • Search in Zoho Community Not Working

      I realize this is a bit of a meta topic, but the search for the various Zoho Communities appears to not be working. I'm under the impression that they run on some version of the Zoho Desk platform, so I'm posting this here.
    • Enhancements to finance suite integrations

      Update: Based on your feedback, we’ve updated the capabilities for integration users. In addition to the Estimates module, they can now create, view, and edit records in all the finance modules including Sales Order, Invoices, Purchase Order. We're also
    • How can I setup Zoho MCP with Chat GPT

      I can set up custom connections with Chat GPT but I cat an error when I try to set it up. The error is: "This MCP server can't be used by ChatGPT to search information because it doesn't implement our specification: search action not found" Thoughts?
    • Export Invoices to XML file

      Namaste! ZOHO suite of Apps is awesome and we as Partner, would like to use and implement the app´s from the Financial suite like ZOHO Invoice, but, in Portugal, we can only use certified Invoice Software and for this reason, we need to develop/customize on top of ZOHO Invoice to create an XML file with specific information and after this, go to the government and certified the software. As soon as we have for example, ZOHO CRM integrated with ZOHO Invoice up and running, our business opportunities
    • Kaizen# 209 - Answering Your Questions | All About Client Script

      Hello everyone! Welcome back to another exciting Kaizen post! Thanks for all your feedback and questions. In this post, let's see the answers to your questions related to Client Script. We took the time to discuss with our development team, carefully
    • API ZOHO CRM Picket list with wrong values

      I am using Zoho API v.8. with python to create records in a custom module named "Veranstaltung" in this custom module I've got a picket list called "Email_Template" with 28 Values. I've added 8 new values yesterday, but if I try to use on of those values
    • Group Emails

      I have synced Zoho CRM to Campaigns but there are certain email not synced. showing it is Group Emails, but this email ids belongs to different individuals. please provide a solution as i nedd to sync the same.
    • "Is Zoho CRM customer" vs "Is linked with Zoho CRM"

      Recently while building a Flow, I was setting up a Decision action following a Zoho Invoice Fetch record action. There were 2 choices that I had not seen as something I could manually action in Zoho Invoice: "Is Zoho CRM customer" and "Is linked with
    • Enable / show scroll bar when Mega Menu is opened

      Hey there I am using the mega menu add-on and experience a "flicker" whenever the mega menu opens. The reason is, that the scrollbar, which has a width of a few pixels, stops showing when the mega menu opens. As the scrollbar disappears the whole page
    • Client Script | Update #13 - Introducing ZRC: Simplified HTTP request library

      Hello Developers! Are you tired of juggling different methods to make API calls? Are you confused with multiple syntaxes and version restrictions? Have you ever wished for one simple way to make all API calls in CRM? We heard you :) Here comes ZRC (Zoho
    • Selection Filed for Data Export section

      Hi FSM Team, I hope you are all doing well. I would like to share an idea for future development based on my experience. Currently, in FSM, we can only download up to 5,000 records at a time. If the development team could add a selection option to choose
    • Text wrap column headers in reports?

      Is it possible to auto wrap column headers so that a longer multi-word header displays as two lines when the column is narrower than the width of the header title?
    • Zoho Desk Down

      Not loading
    • What if I dont see contacts on the left side list

      My CRM does not show the contacts tab. In order to create list this is needed and I cant find it.
    • Comments Vs. Replies

      I'm curious as to the difference between a "Reply" and a "Comment" on a ticket. It appears that "Replies" are what's used to determine response time SLA's and there are also used to automatically re-open tickets. I'm just trying to understand the key differences so I can educate both our clientele and our back-end users on which function/feature to use to better improve the ticket lifecycle. If anyone has any insight it would be appreciated. Thanks!
    • Transitioning to API Credits in Zoho Desk

      At Zoho Desk, we’re always looking for ways to help keep your business operations running smoothly. This includes empowering teams that rely on APIs for essential integrations, functions and extensions. We’ve reimagined how API usage is measured to give
    • Add Custom Reports To Dashboard or Home Tab

      Hi there, I think it would be great to be able to add our custom reports to the Home Tab or Dashboards. Thanks! Chad
    • Resetting auto-number on new year

      Hi everyone! We have an auto-number with prefix "D{YYYY}-", it generates numbers like D2025-1, D2025-2, etc... How can we have it auto-reset at the beginning of the next year, so that it goes to D2026-1? Thanks!
    • Experience effortless record management in CRM For Everyone with the all-new Grid View!

      Hello Everyone, Hope you are well! As part of our ongoing series of feature announcements for Zoho CRM For Everyone, we’re excited to bring you another type of module view : Grid View. In addition to Kanban view, List view, Canvas view, Chart view and
    • Microsoft Phone Link

      Does anyone know if you can use Microsoft Phone Link to make calls through Zoho?
    • Voip Phone system that integrates with Zoho

      Just checking to see if anyone could tell me what phone system they are using with Zoho that is on the list of systems that integrate with Zoho.  I use Vonage and have been with them for quite a few years but their service has really gone down hill and
    • Removing Related Modules Lookup Fields Assignment / Relationship

      Issue: When creating a related list, I accidently selected module itself creating a circle reference. See attached. Situation: I wish to relating a custom module called "Phone Calls" to Leads and Contacts. Outcome: 1) I either want to remove the this
    • [Product Update] TimeSheets module is now renamed as Time Logs in Zoho Projects.

      Dear Zoho Analytics customers, As part of the ongoing enhancements in Zoho Projects, the Timesheets module has been renamed to Time Logs. However, the module name will continue to be displayed as Timesheets in Zoho Analytics until the relevant APIs are
    • Restore lost Invoice!

      Some time ago I tried to Upgrade from Invoice to Books. I not upgraded and staid n Invoice. Now i tried again and first i deleted the old trial of books. But now all is gone, PLEASE HELP!! i have no backup and i have to have at least 7 years data retention by law. 
    • Connecting two modules - phone number

      Hi, I’d like some guidance on setting up an automation in Zoho CRM that links records between the Leads module and a custom module called Customer_Records whenever the phone numbers match. Here’s what I’m trying to achieve: When a new Lead is created
    • Kaizen #210 - Answering your Questions | Event Management System using ZDK CLI

      Hello Everyone, Welcome back to yet another post in the Kaizen Series! As you already may know, for the Kaizen #200 milestone, we asked for your feedback and many of you suggested topics for us to discuss. We have been writing on these topics over the
    • Can you prevent closing Ulaa window when the last tab is closed (inadvertently)?

      Most browsers have started to bring this feature in to prevent closing their windows when the last tab is closed (inadvertently). I hope Ulaa should get this in too.
    • Seriously - Create multiple contacts for leads, (With Company as lead) Zoho CRM

      In Zoho CRM, considering a comapny as a lead, you need us to allow addition of more than one contact. Currently the Lead Section is missing "Add contact" feature which is available in "Accounts". When you know that a particular lead can have multiple
    • Next Page