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

    • Zoho CRM Workflow and Function Backup Options

      Hi everyone! I have been able to make several backups of my CRM data and noticed that the Workflows and Functions are not included in these backups. To my knowledge, there is no backup feature for workflows and functions, which is problematic in of itself.

    • 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

    • Cliq does not sync messages after Sleep on Mac

      I'm using the mac app of Cliq. When I open my mac after it was in sleep mode, Cliq does not sync the messages that I received. I always have to reload using cmd + R, which is not what I want when using a chat application.

    • Free Webinar : Unlock AI driven business insights with Zoho Inventory + Zoho Analytics

      Are you tired of switching between apps and exporting data to build customized reports? Say hello to smarter & streamlined insights! Join us for this exclusive webinar where we explore the power of the Zoho Inventory–Zoho Analytics integration. Learn

    • Change Currency symbol

      I would like to change the way our currency displays when printed on quotes, invoices and purchase orders. Currently, we have Australian Dollars AUD as our Home Currency. The only two symbol choices available for this currency are "AU $" or "AUD". I would

    • PO receive quantities

      At last, Zoho has finally got around to allowing us to receive a larger qty than recorded in the PO :-) Saves us all from editing the PO's before receiving larger quantities ( usual for us ) ! It's still in "beta" but available upon request, I've tested

    • Send Whatsapp message from Whatsapp template with custom variables

      Hi, I'm trying to do some basic integration for sending WhatsApp messages from Zoho CRM using Zoho Desk whatsapp templates. When creating new whatsapp template in Zoho Desk we can choose ticket related fields as variables but it's not clear how to use

    • Link to images

      I have added images in pages. I would like to link those images with linked in URL so that they open in new window. There is an option of image -> link but I am not able to use the same to open URL in new window. Please check the attached image. Can you

    • Canvas View - Print

      What is the best way to accomplish a print to PDF of the canvas view?

    • What's New in Zoho Analytics - October 2025

      Hello Users! We're are back with a fresh set of updates and enhancements to make data analysis faster and more insightful. Take a quick look at what’s new and see how these updates can power up your reports and dashboards. Explore What's New! Extreme

    • Respond faster and smarter with Zia in your IM Inbox

      You’re in the middle of a busy chat queue. New messages keep popping up. One customer sounds upset. Another is asking a long list of questions. You need context. You need speed. You need help. That’s exactly when Zia Insghts jumps into action. It shows

    • Meeting impossible to use when sharing screen

      he Meeting tool in Brazil is practically unusable when sharing anything, whether it’s a presentation or simple navigation. When accessed via Cliq, the situation gets even worse: even basic calls fail to work properly, constantly freezing. And as you are

    • 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

    • WARNING : Smart list automatically unsubscribes your contacts.

      I created a smart list of my team members based on the criterion that their email domain was @_____. The list refreshed as expected — but it ended up unsubscribing almost all members of my team. I contacted support, but it took two months to get a reply,

    • Export Purchase orders as Excel

      Is it possible to export purchase orders as excel rather than PDF? Our suppliers don't want orders made in PDF, they need it to be excel

    • 5名限定 課題解決型ワークショップイベント Zoho ワークアウト開催のお知らせ (10/31)

      ユーザーの皆さま、こんにちは。Zoho ユーザーコミュニティチームの中野です。 10月開催のZoho ワークアウトについてお知らせします。 今回はZoomにて、オンライン開催します。 参加登録はこちら（無料）：https://us02web.zoom.us/meeting/register/BGYTysOnSqa9LA9eY2IKww ━━━━━━━━━━━━━━━━━━━━━━━━ Zoho ワークアウトとは？ Zoho ユーザー同士で交流しながら、サービスに関する疑問や不明点の解消を目的とした

    • Subforms in Stateless Forms

      Stateless Forms are very useful, but we can't build complex data entry pages without Subforms. Can this be implemented? This would make Stateless Forms truly powerful.

    • Billing Preferences per Account

      Hello, We are trying to setup Billing Preferences in Zoho Desk to set up a different pricing per account. We charge different pricing per hour per customer/account. Account A = 100 per hour Account B = 125 per hour In the Billing Preferences in Time Entry

    • Time entry preview for custom time entry templates.

      Our company needed time entries in a specific format to document our client interactions. Since we are using a custom time entry layout, we have lost the "preview" on the time entry tab. Using the default time entry layout, you get a small preview of

    • Set to Review for all

      We are testing the use of Writer as part of an internal review process for statement of work documents and have found that when the document is changed from Compose to Review by one person, that is not reflected for all others who view the document. Is

    • How to copy value from a single line field into a picklist field within a module's subform?

      Hello there, I have a single line field in a module's subform. I would like the value in the field to automatically update a picklist field within the same subform (both have items with the same names). Is this possible via function? Unfortunately, workflows

    • Implementing a Self-Invoicing/Vendor Portal in Zoho Creator

      Hello Zoho Community / Creator Experts, We would like to build a Self-Invoicing Portal (Vendor Portal) in Zoho Creator for our external contractors. Our goal is to allow approved contractors to log in, submit their invoice details (hours worked, project

    • Categorise Attachments

      We take ID, proof of address, right to work documentation and more.  I can upload a single file in to field, but we often receive multiple files for each category e.g. someone may send a separate file for the front and back of their national ID card.  My team don't have time to manipulate the files in order to upload them as a single file. The options, as far as I can tell, would be to create additional fields on attachments in order to categorise what the file is, or to be able to upload single

    • Blocked Email

      We are a Zoho One subscriber and use Yahoo as our MX provider. A few times each year, for the past four years, CRM blocks one or more of my Zoho One users from receiving internal email from CRM. This includes "@mentions" in all modules, and emails from

    • Able to change project on timelog entries

      Ability to move the timesheet entry from one project to another. When a user adds a wrong entry a manager can change/update the timesheet entry to the correct project.

    • What formula to use in computing total hrs and decimal hrss

      So , my data includes log im column , 2 breaks with 2 columns that says back and lunch and 1 column that says back and logged out. What formula should i use to be able to automatically have my total hours as I input time in each column? Thankyou

    • i cannot use <b></b> to bold the message in Creator C6!!!!???What?

      Dear experts and friends, Now Creator 6 blocking us from using <b></b> Anyone facing this issue? I faced it on Creator C6 Previously, it used to work. Now failed to work. Faint~ Seek guidance from everyone on how to bold the message. The super simple

    • Add additional field to quick search results

      IN the advanced search, we can add any field to the columns. In the regular search results (before you press enter, there is no option to modify the results. It would be super useful to include a custom field where it currently displays the pipleine

    • Knowledge base: The nitty-gritty of SEO tags

      A well-optimized knowledge base with great SEO can benefit your company by allowing customers to find help articles and support resources using search engines. This enables customers to quickly and efficiently find the information they need without direct

    • Content Security Policy

      Is there a place in ZOHO CRM to add a Content Security Policy to allow for a call to a google.com map, from inside our current app? Or, how do I resolve the issue below?? jquery.js:1 Refused to load the script 'https://maps.google.com/maps/api/js?v=3.41&libraries=places&sensor=true&key=AIzaSyAyQzKeKSbLci4LwZhn9oXvtCkbUo1Ae4g&callback=map_loader'

    • Option to select location?

      As a business coach, I meet with clients at various public locations. I have two or three pre-determined locations that I meet at. I would like the client to choose the location when booking an appointment. Is there a way to do that with a single service, or is the best way to accomplish this by creating one service for each location offered?

    • 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.

    • Unified WhatsApp Number Management in Zoho Desk and SalesIQ

      Dear Zoho Desk Support Team, We are currently utilizing both Zoho Desk and Zoho SalesIQ for our customer support operations. While both platforms offer WhatsApp integration, we are facing challenges due to the requirement of separate WhatsApp numbers

    • Provide a standard structure to your content using article templates

      Hello everyone, When multiple writers work on different documents, maintaining a standard structure can be challenging as each of the writer follows a different writing style. However, when the structure, tone, and format of every document is different,

    • How to update custom multi-user field in Zoho Projects?

      I'm trying to update custom multi-user fields in Zoho Projects via a Deluge function in CRM. The code I have so far is below. It works for updating standard project fields and single-line custom fields, but it does not work to update multi-user fields.

    • Accessibility Spotlight Series - 1

      Every user interacts with products differently, what feels intuitive to one may be challenging for another. Addressing this, accessibility is built into Zoho Project's design philosophy. This helps users navigate and perform actions with ease irrespective

    • Projects Tasks Not Showing Dependencies

      I'm clicking on tasks and the popup to add dependencies isn't showing. I can't disconnect the nodes either. For some reason when I slide a task backwards it says it cannot go before a predecessor, even though there is not predecessor. Double clicking

    • Deprecation of C4 endpoint URLs

      Note: This post is only for users who are still using the C4 endpoints. Hello everyone, At Zoho Creator, we're committed to continuously enhancing the security, performance, and capabilities of our platform. As part of this ongoing effort, we'll be deprecating

    • Introducing AWS authentication for connections in Deluge

      Hello everyone, We're incredibly excited to announce the all-new AWS authentication for connections in Deluge! This highly anticipated feature simplifies connecting to Amazon Web Services, opening up a world of possibilities and allowing you to seamlessly

    • Timeline Tracking Support for records updates via module import and bulk write api

      Note: This update is currently available in Early Access and will soon be rolled out across all data centers (DCs) and for all editions of Zoho CRM. The update will be available to all users within your organization, regardless of their profiles or roles.

    • Next Page