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

    • Taxes for EU B2B Transactions

      Currently, ZC doesn't seem to have a procedure for validating VAT numbers of businesses purchasing in another EU state, and removing local VAT is valid. This is essential for all inter EU B2B trade.

    • Unable to Receive Emails on Zoho Mail After Office 365 Coexistence Setup – Error: 553 Relaying Disallowed

      Hello, My domain name is bigniter.com, and I’ve been using Zoho Mail as my email service provider without any issues. Recently, I followed the steps outlined in the Zoho documentation to enable Coexistence with Office 365: 🔗 https://www.zoho.com/mail/help/adminconsole/coexistence-with-office365.html#multi-server

    • Candidate Registration/Invitation

      It would be great to include the 'invite' candidate functionality into some of the automation functions - ether through a custom function trigger or webhook or accessible through an email template.  Currently there is no way to add this functionality into any workflows or blueprint steps which, I find limits the ability to invite candidates to engage with us directly through our candidate portal. 

    • [Free Webinar] Learning Table Series - Creator for Infrastructure Management | A Partner-driven collaborative session

      Hello Everyone! We’re excited to invite you to another edition of Learning Table Series, where we showcase how Zoho Creator empowers industries with innovative and automated solutions. About the Learning Table Series The Learning Table Series is a free,

    • Where we can change the icon in social preview

      Hi, we changed our logo, and the image that appear in preview (ex : when we post a appointment link somewhere) is still our old logo. I did change our logo in the org setting. https://bookings.zoho.com/app/#/home/dashboard/settings/basic-info?clview=false

    • I have error AS101 when I try to add paypal@mydomain.com to Zoho

      Please help me with this. I tried to call the help line 4 times but don't get any response.

    • VAT on Multiple Expenses

      Firstly, might I say I am based in Ireland, and I'm not an accountant, and therefore my understanding of procedures could be somewhat limited. Scenario. An employee pays for items throughout a month, and therefore their claim for expenses includes multiple items - some of the items are VAT deductible (eg, an IT product) and some are not (eg, a client lunch). Discovery The odd thing in ZBooks, is that whilst it seems possible to add a VAT rate to a one-off item of expense, it is not possible to add

    • Agent assignment filter?

      Godo day, We are starting to play with FSM to see if it's going to work for our needs. Now so far we have found that it's very restrcitve in the field department you you have layout rules or can't even hide fields depending on the users roles. We can't

    • DKIM Now Mandatory - Changes to Zoho Forms Email Policies

      Hello Zoho Forms Users, This post is to inform you about an important update regarding the authentication of all email domains in your Zoho Forms account. This year, we are doubling down on our commitment to deliver a secure, seamless, and empowering

    • is it possible to add more than one Whatsapp Phone Number to be integrated to Zoho CRM?

      so I have successfully added one Whatsapp number like this from this User Interface it seems I can't add a new Whatsapp Number. I need to add a new Whatsapp Number so I can control the lead assignment if a chat sent to Whatsapp Phone Number 1 then assign

    • Kiosk Page Refresh

      We have a Kiosk running from a button in contacts to update values and also add related lists, which works great, but when the kiosk is finished the page does not refresh to show the changes. Is there a way to force the contact to refresh/update when

    • Tips & tricks: Make SalesIQ automations work for you

      Every day, thousands of visitors land on your website. Some browse, some buy, and some leave without a word. But, wouldn’t it be great if you could automatically know who’s interested, engage them at the right moment, and never miss a lead, and all this

    • 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

    • Digest Octobre - Un résumé de ce qui s'est passé le mois dernier sur Community

      Chers utilisateurs, Faisons le point sur les temps forts du mois d'octobre au sein de notre Community Zoho France. Partager des informations sensibles, comme des mots de passe, peut vite devenir compliqué et risqué. Les données circulent par email ou

    • How do I fully delete a user account

      Hi, I have two old accounts on my CRM which are inactive and show as 'Closed' in the list of users. BUT they are basically still there. How do I fully delete these accounts? They appear in some parts of CRM still such as the on the contact record emails

    • Automatically Add Recurring Zoho Meeting Events to Zoho Calendar / Zoho Meeting Calendar

      Hello Zoho Meeting Team, Hope you are doing well. We would like to request an enhancement regarding recurring meetings created inside Zoho Meeting. At the moment, when we schedule a recurring meeting in Zoho Meeting, it does not appear in Zoho Calendar

    • Credit Management: #6 Tackling Common Mistakes in Credit Based Billing

      Businesses extend credit to build relationships, make buying easy, and drive more sales. But somewhere between extending and collecting, things begin to slip. A few late payments here and there, an overlooked invoice, and a backlog make cash flow feel

    • Tasks Statuses

      Hi, The task status "Completed" is a final status which closes the task. We need to have a status "Cancelled". However, when the status is set to "Cancelled", the task prompt still has a blue button to Close Task. When the customer clicks that and closes

    • Updating Blueprint stage from my Deluge function

      Hi all, I need to update the blueprint stage. Its almost working, but ONLY if the current Deal stage is 'Closed Lost'. On any of my custom stages that Ive specified in the pipeline it doesnt work! My code: dealmap = Map(); deal_stage = deal.get("Stage");

    • Canvas: is it possible to have a fixed header?

      Hello. Does Canvas provide the option to have a fixed header, similar to the standard view? It would also be interesting for other parts of the interface, like the header or sidebar of the tab section. Thanks!

    • 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

    • dealing with post dated cheques

      Hi, can you help me please the best way to deal with this We sell an item of three months duration that is paid for with post dated cheques in monthly stages example - item is sold £3000 Cheque 1 is for £1000 due at time of sale (say Sept) cheque 2 is dated 25th of next month (Oct) cheque 3 is dated 25th of next month +1 (Nov) Now, with invoice number one it's simple - i send a standard invoice as usual But with the other two here's what i want zoho to do next month i want it to send an invoice on

    • Using Contains as a filter

      We are using Zoho Reports, ServiceDesk Plus analytics. I do not see how to create a report filter using Contains comparison of a string values, is one string contained in another. For example, Task Title contains the word Monitor. Is this possible in Zoho Reports?  This reporting feature is available in SDP reporting. Thanks in advance, Craig Rice

    • Set off Unearned Revenue

      Hi, I would like to get a clarification on the below. I have an opening balance of BD.725/- in my Unearned Revenue A/c which includes the overpayments of 6 clients. No One of my clients settled his invoices by paying the value of the invoice less the

    • 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

    • Add Webhook Response Module to Zoho Flow

      Hi Zoho Flow Team, We’d like to request a Webhook Response capability for Zoho Flow that can return a dynamic, computed reply to the original webhook caller after / during the flow runs. What exists today Zoho Flow’s webhook trigger can send custom acknowledgements

    • 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

    • email moderation issue when email is sent in the name of a mail group

      Symptom: an email that is sent by a mail group moderator in the name of a moderated mail group is held back for approval. Reproduction: Create a moderated mail group with members and moderators. Allow that mails can be sent in the name of the group (extended settings). Send an email to the group as a group moderator, but in the name of the group. This mail is held back for moderation which is unexpected. Expected: A mail sent by group moderator to a moderated group are not held back for moderation

    • Questions about Zoho mail

      Hello, I had up until recently, the free version. I got a warning message that said, "The user account (Redacted email address) 6.02 GB in your organization is almost nearing the allocated storage of 5.00 GB. If the storage exceeds the allowed limit,

    • How can I delete duplicate transactions?

      I want to delete the duplicates not simply exclude them. I have duplicates, because I had automatic bank feeds turned on (had to make sure this critical functionality was working before migrating to Zoho). Now when I import my csv's exported from Wave,

    • Multiple email addresses

      Multiple email addresses: I understand there is the ability to add an additional email field to a contact, but the functionality here needs to be drastically revised. Currently, this second email address does not log under the contact email history, nor is it available as a send address when using the Send Mail button within CRM. We recently migrated from GoldMine. I hate GoldMine, but there is one thing they did well: Email. I suggest copying them. Change the email field to an editable picklist,

    • 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

    • 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?

    • 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

    • Next Page