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

      • ZML vs HTML Snippet - which is better?

        Are there certain use cases where one is better than the other?

      • Auto CheckOut Based On Shift.

        This Deluge script runs on a scheduled basis to automatically set the 'Actual_Check_Out' time for employees who haven't manually checked out. If the current time is past their scheduled 'Shift_End_Time', the script updates the check-out time to match

      • How to remove some users in zoho accounts

        How to remove some users in Zoho accounts.

      • how to differentiate if whatsapp comes from certain landing page?

        I create a Zobot in SalesIQ to create a Whatsapp bot to capture the lead. I have 2 landing pages, one is SEO optimized and the other want is optimized for leads comes from Google Ads. I want to know from which landing page this lead came through WhatsApp

      • Customizing Form Questions per Recipient Group in Zoho Campaigns/Forms

        Hello everyone, I would like to ask if it’s possible in Zoho Campaigns or Zoho Forms to send out a campaign where the form questions can be customized based on the group of recipients. Use case example: I have prepared 20 questionnaire questions. For

      • Importing a new list into campaigns

        I'm in the middle of switching my email platform to campaigns. I have a list that I want to import, and it overlaps with my existing Zoho CRM list. The fields in my Zoho CTM are more robust. Will this new list that I upload into my campaigns overwrite

      • Infinite loop of account verification

        Hi I can't do anything on my zoho account.  I always get this message Hi Sheriffo Ceesay As a security measure, you need to link your phone number with this account and verify it to proceed further. When ever I supply the details, it displays that the number is associated with another account. I don't have any other account on zoho so this is really annoying. 

      • Load PO_Date field (Purchase Order) with current date in Deluge

        Hi, I'm not a full time developer, just helping to customize our CRM, in the small company I work for. There must be something wrong with me, because I can't do something so simple as complete a field with the current date in a function using Deluge.

      • Zoho CRM in Microsoft Power Automate Custom Connector

        Hi everyone, I’m building a Power Automate flow that integrates Microsoft Bookings with Zoho CRM. The goal is to automatically create a meeting (event) in Zoho CRM whenever a new appointment is booked via Microsoft Bookings. To achieve this, I created

      • Spell check sucks

        Come on guys, it's 2024 and your spell check is completely retarded. You gotta fix it.

      • How to include total km for multiple trips in expense report.

        Whenever I create a mileage report it only shows the total dollar amount to be reimbursed. The mileage for each individual trip is included but I also need to see the total distance for all trips in a report? How do I do this?

      • New in Cadences: Option to Resume or Restart follow-ups when re-enrolling records into a Cadence, and specify custom un-enrollment criteria

        Managing follow-ups effectively involves understanding the appropriate timing for reaching out, as well as knowing when to take a break and resume later, or deciding if it's necessary to start the follow-up process anew. With two significant enhancements

      • Outgoing blocked: Unusual activity detected.

        I just made payment for my Zohomail Today and have been debited so i will like to be Unblocked because this is what it says (Outgoing blocked: Unusual activity detected) Thank you i await your swift responses

      • Zoho One Login Issue - Unable to receive OTP

        Hi Support Team, I am experiencing a unique login issue with Zoho One. I am attempting to log in from India using Zoho Login credentials provided by a USA-based client. Their Zoho account is hosted on a US data center. After entering the username and

      • Question Regarding Managing Sale Items in Zoho Books

        Good day, I was wondering about something. Right now, Zoho Books doesn’t seem to have a way to flag certain items as being on sale. For example, if I want a list of specific items to be on sale from October 1 to October 12, the user would have to export

      • In the Zoho Creator Customer Payment form i Have customer field on select of the field Data want to fetch from the invoice from based on the customer name In the Customer Payment form i Have subf

        In the Zoho Creator Customer Payment form i Have customer field on select of the field Data want to fetch from the invoice from based on the customer name In the Customer Payment form i Have subform update Invoice , there i have date field,Invoice number

      • Problem of Import Client Users From CRM and or Expense

        I am premium plan user on Projects. I have about 500 customers on Expense and CRM that integrated with each other. According to at below link, I am trying to import clients from CRM, system not allowed to select any customer. If I import from Expense,

      • Unable to see free plan option

        Hello Zoho Support Team, I hope you are doing well. I am trying to sign up for Zoho Mail, but I am unable to see the option for the free plan. Could you please guide me on how I can access or activate the free plan? Thank you for your assistance.

      • unblock my zoho mail account. outlines@zoho.com

        please unblock my zoho mail account, outlines@zoho.com

      • domain not verified error

        Hi when i try to upload a video from zoho creator widget to zoho work drive iam getting domain not verified error.I don't know what to do .In zoho api console this is my home page url https://creatorapp.zoho.com/ and this is my redirect url:www.google.com.Iam

      • equest to Disassociate Bigin from Zoho One and Migrate to Standalone (Upgrade to Bigin Premier – 3 Seats, Annual)

        Dear Zoho One Support Team, I’m writing to request your assistance to disassociate (remove) the Bigin application from our Zoho One organization while preserving all existing Bigin data. After the disconnection is successfully completed, we intend to

      • SMTP email sending problem

        Hello, I've sent emails before, but you haven't responded. Please respond. My work is being disrupted. I can't send emails via SMTP. Initially, there were no problems, but now I'm constantly receiving 550 bounce errors. I can't use the service I paid

      • billing

        hi, I am being billed $12/year, and I can't remember why. My User ID is 691273115 Thanks for your help, --Kitty Pearl

      • Syncing Zoho Forms with Bigin - Embedding issue?

        Hello everyone, I created a Zoho Form for a page on my GoDaddy website to collect leads, which then transfers the data to Bigin. However, I'm facing an issue where it doesn't seem to work properly. I've integrated Zoho Forms with Bigin and tried embedding

      • How to add receipts

        How to add receipts

      • Unable to enable tax checkboxes

        Hi Zoho Commerce Support, I'm writing to report an issue I'm having with the tax settings in my Zoho Commerce store. I've created several tax rates under Settings > Taxes, but all of them appear with the checkbox disabled. When I try to enable a checkbox,

      • Does Zoho Learn integrate with Zoho Connect,People,Workdrive,Project,Desk?

        Can we propose Zoho LEarn as a centralised Knowledge Portal tool that can get synched with the other Zoho products and serve as a central Knowledge repository?

      • Zoho Commerce - Enable Company Name and Tax Number collection for B2B orders in Global Edition

        Please enable Company Name and Tax Details option on checkout settings in Zoho Commerce Global Edition. It is still important to collect Company Name and Tax Number for B2B sales in many countries. My business is based in Ireland (in the EU) and I have

      • Zoho CRM: how can I control which contacts to sync with Outlook?

        I was just playing around syncing contacts from Zoho to MS Outlook (MS365 account.) The problem is our firm has hundreds of thousands of contacts and I don't want to bury my contacts list in outlook. Any help with this is greatly appreciated.

      • ZohoSign and ZohoBooks Integration/Workflow

        Hello All, We utilize ZohoSign for signatures on tax eFiles. We utilize Dynamic KBA. Additionally, we use ZohoBooks for invoicing for these services. Is there a way to accomplish the following: Send a copy of the Tax Return, Invoice and eFiles in one

      • Manage monthly tasks with projectsf

        Hi All I run a finance and operations team where we need both teams to complete monthly tasks to ensure we hit our deadlines. Can Zoho projects be used for this. There many finance focused tools but we have Zoho one so want to explore Thanks Will

      • Zoho Suite is very slow

        Since today Zoho is incredibly slow over all applications! What's going on?

      • How can I track which zoho users are actively using Zoho CRM

        I have several licenses of Zoho CRM. We now need to add a new user. I could purchase a new license, but before I do, I would like to see if any of our existing users are not actively using the license assigned to them. How can I determine the activity

      • Is anyone else having trouble saving a custom image in their email signature, or is it just me?

        When I try to save the image I get an error that says "Operation Failed" I opened a support ticket two weeks ago and received a response that it would be debugged, but it still isn’t working

      • Combine and hide invoice lines

        In quickbooks we are able to create a invoice line that combines and hides invoices lines below. eg. Brochure design         $1000 (total of lines below, the client can see this line) Graphic Design           $600 (hidden but entered to reporting and

      • Option to Disable Knowledge Base Section in Feedback Widget Popup Hello Zoho Desk Team

        Hello Zoho Desk Team, How are you? We are actively using Zoho Desk and would like to make more use of the Feedback Widget. One of the ways we implement it is through the popup option. At the moment, the popup always displays the Knowledge Base section,

      • The Social Wall: August 2025

        Hello everyone, As summer ends, Zoho Social is gearing up for some exciting, bigger updates lined up for the months ahead. While those are in the works, we rolled out a few handy feature updates in August to keep your social media management running smoothly.

      • Change scheduling emails time

        When sending an individual email there is a great feature to schedule them to send later. I could only use the one time that is suggested. Is there a way to select another time? Regards, Glenn

      • Transaction Locking with the dynamic date

        Is it possible to dynamically update dates on transaction locking. We want to lock transaction x days from today

      • Zoho Devops

        We have a Zoho one account which we have integrated with an SAS educational product, sold on a subscription model, using webhooks and API calls. We make some use of custom fields and cross module lookups and relationships. We utilize CRM, Books and billing

      • Next Page