Lifecycle Reports

Lifecycle Reports

From data to decisions: A deep dive into ticketing system reports


lifecycle report captures and visualises the sequential states that a ticket undergoes across its lifespan. 

For instance, when a customer submits a support ticket for a faulty product, it is initially marked as Open. It transitions to In Progress when an agent begins addressing it, may be placed on On Hold while awaiting confirmation from the warehouse, and ultimately concludes as Completed once the replacement is dispatched. It is then moved to Closed status after the issue is resolved.

The lifecycle report provides details on the duration of each phase, the person responsible for managing it, and the date it advanced to the next stage. It tracks when and how long each ticket stays in a specific status. It can also consider other factors, like the person assigned or the ticket category. Most ticketing systems offer detailed filtering. This lets organizations look at lifecycle metrics by agent and team.

What does it track?

  1. Request ID: Zoho Desk identifies and distinguishes tickets using a unique reference number called a ticket ID.
  2. Event start time: The time when the ticket status begins.
  3. Event end time: The end time of the ticket status
  4. Status updated from: The initial status of the ticket.
  5. Status updated to: The current ticket status.
  6. Duration: The duration between the transition.
  7. Duration (Business Hours): The duration between the transition in business hours.
  8. Modified by: The agent who modified the request.

What are ticket-based reports? 

Ticket-based reports are summaries created from the data collected in a help desk ticketing system. These reports focus on different aspects of ticket management and give insights into how customer support requests are handled and resolved. They usually include metrics like ticket volume trends, response times, resolution times, ticket statuses, agent and team performance, and customer satisfaction scores.

Types of lifecycle reports

Status transition: A simple solution to reduce delays 

In a streaming service company, the status lifecycle report identifies tickets that remain in the Pending Verification status for an excessive amount of time, which can negatively impact user satisfaction. For instance, a user reporting an issue with their subscription may be stuck in Pending Verification while awaiting a response from the billing team. 
 
By analyzing the lifecycle report, the company discovers that the delay arises from inefficient communication between the support and billing departments. To address this, they can implement automated notifications or escalation measures to alert the support team if a ticket remains in the Pending Verification status for an extended period. This approach will expedite resolution times and lead to enhanced user satisfaction.

Agent transition: Enhancing agents' accountability

In a travel agency, tickets concerning flight changes often require collaboration among different agents, such as those handling customer service and ticketing. By using the agent lifecycle report, managers can assess how long each agent spends on flight-related tickets. 
 
For example, if an agent consistently takes longer to resolve these tickets than their colleagues, this data helps identify potential weaknesses in their process. The manager can then provide focused training through an internal knowledge base or redistribute tickets more evenly using assignment algorithms. By optimizing the distribution of work and offering targeted support, agents can improve their ticket handling efficiency, reduce delays, and resolve requests more swiftly.

Team transition: Supporting cross-team collaboration

A food delivery service frequently encounters tickets transitioning between the Customer Support and Delivery teams, especially for order-related inquiries. By analyzing the team lifecycle report, they can identify how long tickets linger with each team and determine whether delays stem from the Delivery team. 
 
To address this, the company can implement time-based automation protocols that activate when tickets move to the Delivery team. This will facilitate quicker acknowledgement and necessary actions, minimize resolution times, and significantly improve the customer experience.

Department transition: Simplifying complex issues

A university admissions office handles support tickets that involve multiple departments, including Admissions, Financial Aid, and Academic Advising. By utilizing the department lifecycle report, they find that tickets regarding financial aid often take longer than anticipated during the transition from Admissions to Financial Aid. 
 
The report uncovers that inefficient handoffs between these departments are contributing to the delays. To enhance this process, the university can establish automation protocols that streamline information transfer between departments, thus minimizing bottlenecks and ensuring that all essential details are passed along seamlessly.

Components

Status transitions

This tracks the movement of tasks, tickets, or items through various defined states, such as New, In Progress, On Hold, and Resolved. Watching these status changes helps managers understand the process flow, identify where delays occur, and confirm that each phase is being handled appropriately.

Time spent per status

This measures how long an item stays in each status before moving on. Calculating the time spent reveals bottlenecks, identifies inefficient stages, and guides efforts to shorten cycle times and accelerate overall resolution or delivery.

Agent and team analysis

This component breaks down performance metrics for individual agents and teams. It provides insights into productivity, workload distribution, and effectiveness. It helps with targeted training, balanced workload allocation, and recognizing top performers within the lifecycle.

Work schedule adjustments

Using lifecycle data, this part checks if current staffing and schedules match workload patterns. It helps optimize shifts and resource availability. This helps avoid both over-staffing and under-staffing, ensuring demand is met and wait times are reduced.

Report and visualization

This presents the collected data through detailed reports and graphs, such as charts and dashboards. This makes complex lifecycle information easy to understand and share. Visuals help identify trends, issues, and opportunities for improvement quickly and effectively.

Benefits

Identify workflow bottlenecks

Lifecycle reports reveal the stages or processes where delays or inefficiencies occur. By pinpointing these bottlenecks, organizations can investigate causes and implement targeted improvements to keep work flowing smoothly and avoid stagnation.

Measure team performance

These reports provide precise data on how teams or individuals are performing against defined metrics such as ticket resolution, project progress, or task completion rates. They enable team leads to assess productivity objectively, identify high performers, and address performance gaps with evidence-based insights.

Improve resolution time

Tracking the lifecycle of tasks or tickets highlights opportunities to shorten turnaround times, such as by automating repetitive steps, reallocating workload, or streamlining approval chains. Accelerating resolution improves customer satisfaction and operational efficiency.

Support continuous improvement

Lifecycle reporting creates a feedback loop where ongoing data collection drives iterative refinement. Organizations use insights from past performance to refine processes, adopt best practices, and innovate workflows that adapt to changing demands and evolving goals.

Optimize resource allocation

With clear visibility into workload distribution, resource utilization, and process timing, lifecycle reports enable managers to assign the right people, apply the right technology, and allocate their budget where those resources are needed most. 

Takeaway

Using a lifecycle report in a help desk ticketing system is essential for operational success. It offers a clear, data-driven view of each stage in the ticket process, from issue intake to resolution. This enables teams to identify delays and reduce resolution times. 

The insights from the report support better resource allocation and enable help desks to provide faster and more consistent support experiences. This leads to higher customer satisfaction and boosts productivity and efficiency in a scalable way.

 

Stay tuned for more articles in our Desk Reports series.

 

Regards,

 

Kavya Rao

The Zoho Desk Team



InfoManaging a help desk involves complex responsibilities, such as identifying bottlenecks, minimising errors, and evaluating team performance for seamless service delivery. To do this effectively, access to comprehensive analytics and real-time insights is crucial. Zoho Desk streamlines these tasks by also providing detailed analytics and live reports through the Radar app, allowing managers to make informed decisions anytime, anywhere. Download now!

      Zoho Campaigns Resources


        • Desk Community Learning Series


        • Digest


        • Functions


        • Meetups


        • Kbase


        • Resources


        • Glossary


        • Desk Marketplace


        • MVP Corner


        • Word of the Day


        • Ask the Experts


          • Sticky Posts

          • Zoho Desk Partners with Microsoft's M365 Copilot for seamless customer service experiences

            Hello Zoho Desk users, We are happy to announce that Zoho Desk has partnered with Microsoft's M365 to empower customer service teams with enhanced capabilities and seamless experiences for agents. Microsoft announced their partnership during their keynote
          • WhatsApp pricing changes: Pay per message starting July 1, 2025

            Starting July 1, 2025, WhatsApp is shifting from conversation-based pricing to per-message billing. That means every business-initiated message you send will count. Not just the first one in a 24-hour window. Pricing updates on the WhatsApp Business Platform
          • Live Webinar - Work smarter with Zoho Desk and Zoho Workplace integration

            Hello customers! Zoho Desk and Zoho Workplace are coming together for a webinar on 14th May, 2024. Zoho Workplace is a suite of productivity apps for email, chat, docs, calls, and more at one single place. Zoho Desk is closely integrated with a few tools
          • Apple iOS 17 and iPadOS 17 updates for Zoho Desk users

            Hello Zoho Desk users! Apple recently announced the release of iOS 17 and iPad OS 17. These latest OS updates will help you stay productive and efficient, through interactive and seamless user experiences. Zoho Desk has incorporated the updates to help
          • Zoho Desk Cheat Sheet For The Year-End

            Check out these Zoho Desk best practices to end this year on a high and have a great one ahead! #1 Set Business (Holiday) Hours - If you have limited working hours, please make sure you restrict your business hours or set them as holidays for the coming days. Let your customers know when you will, and won't, be available. #2 Update the Annual Holiday List - Check the holidays for the new year and update the holiday schedule. Usually, holidays from the current year will be carried over for the next

          Zoho CRM Plus Resources

            Zoho Books Resources


              Zoho Subscriptions Resources

                Zoho Projects Resources


                  Zoho Sprints Resources


                    Zoho Orchestly Resources


                      Zoho Creator Resources


                        Zoho WorkDrive Resources



                          Zoho CRM Resources

                          • CRM Community Learning Series

                            CRM Community Learning Series


                          • Tips

                            Tips

                          • Functions

                            Functions

                          • Meetups

                            Meetups

                          • Kbase

                            Kbase

                          • Resources

                            Resources

                          • Digest

                            Digest

                          • CRM Marketplace

                            CRM Marketplace

                          • MVP Corner

                            MVP Corner




                            Zoho Writer Writer

                            Get Started. Write Away!

                            Writer is a powerful online word processor, designed for collaborative work.

                              Zoho CRM コンテンツ



                                ご検討中の方

                                  • Recent Topics

                                  • Is there a plan to integrate zoho voice with zoho books?

                                    Hello, Is there a plan to integrate zoho voice with zoho books? Right now we are using the Twilio SMS integration into zoho books, but have recently decided to switch to zoho voice for calls and sms. Is there a plan to integrate zoho voice natively into
                                  • Pass variables to Zoho Desk via URL to create a fast new ticket landing page

                                    We are integrating our phone system into Zoho Desk. Currently when a helpdesk agent answers the phone, a soft client opens a new tab with zoho desk at the new case page. https://desk.zoho.com/support/companyname/ShowHomePage.do#Cases/new We would like
                                  • Zoho Books Extension: What Happens If Custom Fields Already Exist?

                                    When developing Zoho Books extensions, what happens if the target Zoho Books organization already has a custom field with the same API name as one defined in the extension? I’m asking because we originally created an on-Books version of this functionality,
                                  • Modular Permission Levels

                                    We need more modular Permissions per module in Books we have 2 use cases that are creating problems We need per module export permission we have a use case where users should be able to view the sales orders but not export it, but they can export other
                                  • ¡Vuelven los Workshops Certificados de Zoho a España!

                                    ¡Hola usuarios de Español Zoho Community! Hace ya unos días que hemos dado la bienvenida al 2026, y promete ser un año de lo más emocionante. Y es que nos gustaría haceros nuestro particular regalo de Reyes, aunque lleguemos un poco tarde. 🎁 ¡Nos gustaría
                                  • Free Webinar on 21 January: Looking back at Zoho Mail in 2025

                                    Hello Zoho Community! Curious about how Zoho Mail evolved in 2025? Wondering how these updates can make your everyday email work simpler? We’ve got a session you won’t want to miss. In our Zoho Mail 2025 recap webinar, we’ll walk you through the key features
                                  • Cliq Networks users can see all other network users contact information

                                    Is there a way to hide user contact information from each user in networks? I would only like the users to see the admin's contact information, not other users. Network users information shared by default
                                  • Zoho Sheet - Printing - Page Breaks and Printing Customization

                                    I think the title is descriptive enough in that I cannot find help documentation on a simple task of adding in page brakes for separating pages on print. Thanks
                                  • Missing the "Find & Merge Duplicates" choice

                                    Hi, I am missing the "Find & Merge Duplicates" choice. I looked under the "More Actions" menu in Contacts, Accounts, Vendors, and Leads and it is not there. I have full permissions. Please assist me on finding this feature. Thanks!
                                  • OAuth integration issues

                                    I'm experiencing persistent OAuth errors when trying to connect Make with Zoho API. I've tried multiple approaches but keep encountering the following issues: First error: 'Invalid Redirect Uri - Redirect URI passed does not match with the one configured'
                                  • Marketing Tip #16: Ideal sizes and formats for adding images to your online store

                                    Images can make (or break) your storefront experience. When your banners and product photos follow the right sizes and aspect ratios, your store looks cleaner, loads faster, and feels more trustworthy—especially on mobile. Here are recommended image sizes
                                  • Improve WhatsApp Module in Zoho CRM

                                    The current WhatsApp module UI in Zoho CRM feels cluttered and complex, especially when handling high volumes of conversations. It would be great to enhance the WhatsApp module UI/UX by adopting a clean and simplified interface similar to Bigin CRM’s
                                  • Blueprint transitions on locked records

                                    We use the ability to automatically lock records (quotes, sales orders, etc.) based on criteria, such as stage. For instance, if a quote has been sent to a client, the quote is then locked for further edits. Our ideal quote stage process is: Draft>Sent>Won.
                                  • Enhance productivity with the revamped Zoho Sheet View

                                    Hello folks, For some time now, you've been able to use the Zoho Sheet View to quickly edit multiple records or to insert a batch of new records. Its tabular interface allows users to engage in these tasks productively. Despite this, the existing Sheet
                                  • No OR Filter for Views with a Related Modules Criteria

                                    We would like to create a Deal View where the User can see all their deals. For that, we would need an OR to connect the criteria. One of the Fields is a "multiselect User", these (Related Modules Criteria) can only be Filter with an AND. Even between
                                  • Good news! Calendar in Zoho CRM gets a face lift

                                    Dear Customers, We are delighted to unveil the revamped calendar UI in Zoho CRM. With a complete visual overhaul aligned with CRM for Everyone, the calendar now offers a more intuitive and flexible scheduling experience. What’s new? Distinguish activities
                                  • Chat to Lead

                                    Can I convert a Chat to a Lead?
                                  • Limit maximum entries for subform - depending on fields entry

                                    Hi Zoho! I have a form with a subform in it. I'd like to have limitation for the row number depending on an entry in a drop-down field in the main form (If the field in the main form is marked "Answer1" - Limit the entries to 1 row, if the field is "Answer2" to have 2 rows limitation, "Answer3" = no limitation at all) Can this be done? Thanks Ravid
                                  • Save HTML Snippet Page as PDF with Dynamic Data in Zoho Creator (Working Solution)

                                    Hi Zoho Creator Community 👋, I faced a common challenge while working with HTML Snippet Pages — I needed to generate a PDF with dynamic data and save it back into the record automatically. Here’s the working solution that might help others. Use Case
                                  • Make Camera Overlay & Recording Controls Visible in All Screen-Sharing Options

                                    Hi Zoho WorkDrive Team, Hope you are doing well. We would like to request an improvement to the screen-recording experience in Zoho WorkDrive. Current Limitation: At the moment the recording controls are visible only inside the Zoho WorkDrive tab. When
                                  • Write-Off multiple invoices and tax calculation

                                    Good evening, I have many invoices which are long overdue and I do not expect them to be paid. I believe I should write them off. I did some tests and I have some questions:  - I cannot find a way to write off several invoices together. How can I do that,
                                  • Rebranding Options for Zoho One

                                    We need the addition of rebranding and white-labeling settings directly within the Zoho One Admin Panel. This feature should allow organizations to customize the unified portal with their own logo, brand colors, and custom domain mapping (e.g., portal.company.com).
                                  • Tip #57- Accessibility Controls in Zoho Assist: Mobility- 'Insider Insights'

                                    Remote support should be easy to navigate for everyone. For users with mobility-related accessibility needs, long sessions and complex navigation can be challenging. Zoho Assist’s Mobility Accessibility Controls simplify interaction through keyboard-based
                                  • Total Cost in reports showing zero

                                    The image below shows my issue. The column Total Cost should show the cost to our company based on hours logged and the employee's rate. For instance, if the person working on Subtask 1 is paid 20/hr, then Total Cost should display $160 ($20x8 logged
                                  • To print Multiple delivery notes in batches

                                    In Zoho Books, we can print a Delivery Note from an Invoice using the Print Delivery Note option, but it is non-editable and always prints all line items from the invoice. Our requirement is to deliver invoiced items in batches and print delivery notes
                                  • Invoices not arriving and mail server settings

                                    I am having an issue where some clients are not receiving invoices. I have configured Zoho Books to send on my behalf and configured the appropriate SPF, DKIM and DMARC settings on my mail server and tested these as working. I get the CC'd copies so I
                                  • UPLOAD A CREATED PDF AUTOMATICALLY

                                    Using the html header pdf+print button, I have managed to find a way to have a user create a pdf using entered form data. Using the schedule button, I can have a "file uploaded" pdf mailed to someone as an attachment. The missing piece is to be able to add the pdf, created in that html page to a file upload field automatically? Right now one has to save it to computer and then upload it in a FILE UPLOAD FIELD. Any help would appreciated !  
                                  • Consolidated Department-wise Payroll Cost Summary Report

                                    Hello Zoho Payroll Team and Community, I am writing to discuss a reporting requirement regarding department-level expense tracking within Zoho Payroll. As we scale and manage salary distribution for employees across multiple departments, such as Accounts,
                                  • How to remove chat icon from knowledge base?

                                    I have set up a knowledge base to hold FAQs and documentation. It is currently standalone, and not integrated into our website. On every page there is a chat button in the bottom left corner that says "We're offline, please leave a message." How can I
                                  • Missed chats on WhatsApp closing after one minute

                                    Hi, we have added WhatsApp as a channel. However, if a chat is not picked up within 2mins, the chat is marked as missed and is closed within a minute. Why are they not staying in our "missed" queue for 24 hours as per our WhatsApp preference settings?
                                  • [ZohoDesk] Improve Status View with a new editeble kanban view

                                    A kanban view with more information about the ticket and the contact who created the ticket would be valueble. I would like to edit the fields with the ones i like to see at one glance. Like in CRM where you can edit the canvas view, i would like to edit
                                  • Automated Dismissal of Specific Notifications and Centralized Control of Toast Notification Settings

                                    Dear Zoho Team, I hope this message finds you well. We would like to request two enhancements related to notification handling within Zoho Desk: Automatic Dismissal of Specific Notifications: Currently, when certain actions are taken in the ticket list
                                  • Show field in spreadsheet view depending on other field value

                                    Hello. Not sure if this is possible but let's say i have spreadsheet view in Creator with four different fields Field A, B, C and D Then i have a field named Response which for one record could contain only one of the pre-definde choices below A, B, C
                                  • Intergrating multi location Square account with Zoho Books

                                    Hi, I have one Square account but has multiple locations. I would like to integrate that account and show aggregated sales in zoho books. How can I do that? thanks.
                                  • Zoho Learn Zapier Integration

                                    Hello all, Is there any plan to integrate Zoho Learn with Zapier? It seems almost all Zoho products are in Zapier, with the exception of Learn and Marketing Automation.
                                  • Notice: SalesIQ integration paused on Zoho Sites

                                    I have this notice on my Zoho Sites in the SalesIQ integration setup. Can someone assist? "This integration has been temporarily paused for users. Reconnecting SalesIQ after disconnection will not be possible until we provide further updates." thank
                                  • Differences between Zoho Books and Zoho Billing

                                    Without a long drawn out process to compare these. If you were looking at these Books and Billing, what made you opt for one and not the other. Thanks
                                  • New Feature : Copying tickets with all the contents such as conversations/history/attachments etc

                                    Sometimes our customers and distributors do create tickets (or send emails) which contain more than one incident in them and then also some of the further conversations which are either created by incorrect new tickets or replies to old tickets are being created as combined tickets. In such cases we require to "COPY" the contents of the tickets into separate tickets and merge them into their corresponding original tickets. The "CLONE" feature doesn't copy the contents (especially the conversations
                                  • Como se agregan los empleados

                                    Necesito saber si para agregar empleados los mismos necesitan tener licencias
                                  • Deluge Error Code 1002 - "Resource does not exist."

                                    I am using the following script in a Custom Button on a Sales Return. Basically, the function takes the information in the sales return (plus the arguments that are entered by the user when the button is pushed) and creates a return shipping label via
                                  • Next Page