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.
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
Access your files securely from anywhere
Centralize Knowledge. Transform Learning.
All-in-one knowledge management and training platform for your employees and customers.
New to Zoho Recruit?
Zoho Developer Community
New to Zoho LandingPage?
Zoho LandingPage Resources
New to Zoho Survey?
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho CRM Plus?
Deliver unforgettable customer experiences
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Zoho Marketing Plus?
Everything you need to run your marketing
New to Bigin?
Topic Participants
Kavya Rao Addepalli
New to Zoho TeamInbox?
Zoho TeamInbox Resources
Zoho CRM Plus Resources
Zoho Books Resources
Zoho Subscriptions Resources
Zoho Projects Resources
Zoho Sprints Resources
Qntrl Resources
Zoho Creator Resources
Zoho CRM Resources
Design. Discuss. Deliver.
Zoho Show Resources
Get Started. Write Away!
Writer is a powerful online word processor, designed for collaborative work.
Zoho CRM コンテンツ
-
オンラインヘルプ
-
Webセミナー
-
機能活用動画
-
よくある質問
-
Ebook
-
-
Zoho Campaigns
- Zoho サービスのWebセミナー
その他のサービス コンテンツ
Nederlandse Hulpbronnen
ご検討中の方
Recent Topics
Option in pipeline deal to select which hotel or branch or store if client has more than one local store
Hi, I would like to know if there is an option in the deal pipeline to select which hotel, branch, or store a deal is related to—if the company has more than one location. For example, I have a client that owns several hotels under the same company, andRequest to Recover Deleted Task List – Project ID: RIV-MOD-10722
Hi Zoho Team, I hope this message finds you well. My Zoho task list associated with Project ID: RIV-MOD-10722 appears to have been deleted. When I clicked on the task link from the email notification, I received the following message: "Task has been deletedIs this a SCAM email or is it really Zoho?
L.S. I received the following message. Is this from Zoho? I have had a Zoho One account for many years and my website has been online for years. If it is a scam, I think you should know about it.Is it possible to use HTML formatting in SMS messages sent from Zoho?
Hi everyone, I have a question regarding sending SMS from Zoho When we send emails from Zoho, we can include HTML code to format the message (like adding links, styling, etc.). Is it possible to do something similar when sending SMS messages through Zohoan issue in Zoho CRM where the workflow rule is not triggering
H I’m currently facing an issue in Zoho CRM where the workflow rule is not triggering when a new lead is created through a webform. I’ve double-checked the criteria and field updates, everything seems fine but it still doesn’t fire. Has anyone faced thisEmail Insights included in Bigin emals are marked as SPAM everywhere
Today I noticed that email recipients who use Office 365 never receive emails sent from Bigin. Further examination showed that all Email Insights links in email headers are marked as spam/phishing by Office 365. Example screen included. The problem isEmail Parser Not Extracting Fields Correctly with Certain Label Formats
I’ve been testing the Email Parser functionality in Zoho CRM to automatically extract data from incoming emails and map it to CRM fields. During testing, I noticed that parsing sometimes fails when the email contains field labels formatted like this:How do I import Connected Records for a Deal?
Can you point me to an example of the CSV file that would add related records to an existing CRM Deal? I imported a Deal, then tried importing a connected record using a unique ID that references the Deal ID, but it doesn't attach it to the Deal recFile Upload Field in Zoho Forms Not Updating Existing File in Zoho CRM
Hi everyone, I’m trying to understand the behavior of a file upload field mapped from Zoho Forms to Zoho CRM. Scenario There is a File Upload field in a Zoho CRM module. A Zoho Form also has a File Upload field, which is mapped to that CRM field. WhenZoho Training
Greetings! I am trainer. My focus area is Project Management and MS Project. I have used Zoho CRM to a good extent. Though, I was interested in using ZOHO projects, as there were no live projects, I could not take it up for studies. Recently a clientDetailed list of scoring rules in Zoho CRM
Good morning Zoho community, warm greetings The reason for my message today is that I have a problem with my CRM, which I will explain below: Our organization has scoring rules designed to rate our potential customers or leads in the application basedHow to create a summary document from Projects details
Hi, Our team is creating many projects inside Zoho Project. When closing a project, they write a summary document containing data from the projects it-self (understand project budget, customers, etc...), and editable (ie the document is either a WriterHost in US Data Centre
I humble apply to be registered on US Data centreconvert the project to templet
i have some deployment ME product for different customer , i need to create a fixed template for use it rather then keeping creating this template every timeBest practices for managing Project Charters, Business Case and RAID logs within Zoho?
Hello everyone, I’m currently refining our PMO setup within Zoho Projects and I’m curious how others are handling high-level governance documentation. We’ve been using the standardized Project Charter, Business Case and RAID frameworks from projectmanagertemplate.comResource Management System built using Zoho CRM, Creator, Projects, and People:
In a Resource Management System built using Zoho CRM, Creator, Projects, and People: CRM Deal Closed → Creator Allocation Engine → Zoho Projects Task Assignment What is the recommended architecture to handle dynamic reassignment when: an employee goesDynamic Remaining Quantity in Lookup During Allocation
Hi everyone, From what I understand in Zoho Creator, lookup fields only display the stored value from the source record and do not dynamically update while a form is being filled. Because of this, showing a real-time updated remaining quantity insideconnect zoho creator with google drive
Hello everyone, I need to connect to a folder drive. The idea, is that google drive loads a text document with some data, I must read that text document to be able to autofill a form that I have in zoho creator with that data. I also attach PDFs and placeAbility to Attach Record-Specific Files Automatically in Workflow Email Templates
Currently in Zoho CRM, email templates allow attachments to be added, but these attachments are static and remain the same for every recipient. There is no straightforward option to automatically attach a file that is stored within the specific CRM recordUploaded files are not included when using "Include user submitted data" in Email Notification
In Send Email notification workflow in Zoho Creator, there is an option called "Include user submitted data" which allows the email to contain all the form submission details. However, when this option is enabled, files or images uploaded through Filekanban view for client portal
Are kanban views an option for client portals? Access to Kanban views in the client portals would solve some mobile-compliant issues I have with the UI. Kanban functions very nicely on mobile and would be a super asset for my clients and vendors as theyCredit Card Pre-Authorization with later Capture/Settlement
We really enjoy the convenience of being able to pay off a customer's invoice using our Auth.Net integration with Zoho Books. Unfortunately, we can only take advantage of this feature with a small percentage of our customers as it leaves a gaping holeZoho Cliq not working on airplanes
Hi, My team and I have been having this constant issue of cliq not working when connected to an airplane's wifi. Is there a reason for this? We have tried on different Airlines and it doesn't work on any of them. We need assistance here since we are constantlyZoho Sign 2025–2026: What's new and what's next
Hello! Every year at Zoho Sign, we work hard to make document signing and agreement execution easy for all users. This year we sat down with our head of product, Mr. Subramanian Thayumanasamy, to discuss what we delivered in 2025 and our goals for 2026.Work Orders / Bundle Requests
Zoho Inventory needs a work order / bundle request system. This record would be analogous to a purchase order in the purchasing workflow or a sales order in the sales cycle. It would be non-journaling, but it would reserve the appropriate inventory ofIzettle or Sumup Integration for Zoho Books.
The Stripe & Square clearing works great in Zoho Books. Any further integrations planned in the future for Izettle or Sumup? These card processors are very common for taking payments with a card reader.Train Zoho Answer Bot Based on Customer
Hi all, Is it currently possible to mark Help Centre articles to a specific customer, and restrict the answer bot to only use relevant information if it is either marked as "General", or tagged for the specific customer in question? We currently haveTrying to access records in a custom module in Zoho Desk and not having luck
I've built a custom module in Zoho Desk and am using a custom function to query the records in the module and I'm not having any luck. The only way I have found to retreive a record is by getting it by its recordID (the long zoho assigned one). The functionComposite items inside of composite items; bill of materials needed
Hi Zoho and Everyone, I am evaluating whether Zoho Inventory will work for my small business. I grow and harvest herbs and spices but also get from wholesalers. I use all these items to make herbal teas, but also sell them as individual items on my Shopify store and Etsy. I discovered the composite item bundling and am wondering if I could get some assistance since there is no bill of materials: Our herbal company's best selling tea is a sleepytime tea. Sleepytime Tea can be purchased in three weightsZOHO Books Smart Accounting Software for Travel Agency
Dear Travel partner, Contact for Travel Agency Accounting Setup & Training Vansh Travel (ZOHO Books Authorised partner) Email: info@vanshtravel.com Mo: +91 98984 95155 Please find PDF452 Mailbox delivery restricted by policy error
We have been testing Zoho desk for about a week now and have been forwarding emails in via an Exchange Online Mail flow rule without issue until yesterday. Suddenly yesterday morning we started getting the vast majority of the emails stuck in PendingSend Email reply on behalf of Agent
Hi, When using the send email reply via the API I can set the reply on behalf of the customer by using impersonatedUserId in the header of the API call. Is there a way to do this for Agents too? I need to be able to send an email reply on behalf of anSharing Tickets to a team within a department
Hi there, We have a need for one department to be able to share tickets to a specific team within a department, I'm wondering if this is possible? All the shared tickets are going into the 'Shared Tickets' view for the whole department but is there aRemoving To or CC Addresses from Desk Ticket
I was hoping i could find a way to remove unnecessary email addresses from tickets submitted via email. For example, a customer may email the support address AND others who are in the helpdesk notification group, in either the TO or CC address. This resultsDo not use isnull()
Does not always return booleans. Can also return null. Never use this function. Just use var==null instead.Organization wide Account and Contacts Visibility/Sharing Capabilities?
Has anyone figured out a way to make visibility or sharing of Accounts and Contacts to be available across the entire organization without having to have every individual user edit their Sharing permissions? For our sales folks they need to be able toIs there a way to configure dark mode for Campaigns emails that go out to customers?
I've found a lot of information on how to configure dark mode for my (The user) personal Zoho workspace and email, but is there any way to edit dark mode settings on emails that we send out to customers via campaigns? We sent out a test email the otherWhen Does WorkDrive integrate with Books?
When Does WorkDrive integrate with Books?FSM integration with Books
Hi, I have spent a few months working with FSM and have come across a critical gap in the functionality, which I find almost shocking....either that, or I am an idiot. The lack of bi-directional sync between Books and FSM on Sales Orders/ Work OrdersHow to close an estimate ?
Hello, I have created estimates, and converted them to invoices to get 50% payment. Now I have 2 cases where the estimate stills shows status partially invoiced, however: 1. for one of them, project stopped half way, so the remaining part will never beNext Page