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

                                  • click to call feature

                                    I've Zoho CRM and in that i want click to call feature.
                                  • We Asked, Zoho Delivered: The New Early Access Program is Here

                                    For years, the Zoho Creator community has requested a more transparent and participatory approach to beta testing and feature previews. Today, I'm thrilled to highlight that Zoho has delivered exactly what we asked for with the launch of the Early Access
                                  • From Zoho CRM to Paper : Design & Print Data Directly using Canvas Print View

                                    Hello Everyone, We are excited to announce a new addition to your Canvas in Zoho CRM - Print View. Canvas print view helps you transform your custom CRM layouts into print-ready documents, so you can bring your digital data to the physical world with
                                  • Can the Product Image on the Quote Template be enlarged

                                    Hello, I am editing the Quote Template and added ${Products.Product Image} to the line item and the image comes up but it is very tiny. Is there anyway that you can resize this to be larger? Any help would be great! Thanks
                                  • Creating Parent Child relationship in Accounts

                                    We have customers with multiple locations, I setup the HQ as an account, then I setup the different sites marking the HQ as the parent to that location. If I then do a Deal for one of the locations, is there a way to show by looking at the parent account
                                  • Learner transcript Challenges.

                                    Currently i am working on a Learner Transcript app for my employer using Zoho Creator. The app is expected to accept assessment inputs from tutors, go through an approval process and upon call up, displays all assessments associated with a learner in
                                  • Client and Vendor Portal

                                    Some clients like keeping tabs on the developments and hence would like to be notified of the progress. Continuous updates can be tedious and time-consuming. Zoho Sprints has now introduced a Client and Vendor Portal where you can add client users and
                                  • #7 Tip of the week: Delegating approvals in Zoho People

                                    With Zoho People, absences need not keep employees waiting with their approval requests. When you are not available at work, you can delegate approvals that come your way to your fellow workmate and let them take care of your approvals temporarily. Learn more!
                                  • Admin Tip: Manage sub-domain emails using sub-domain stripping

                                    As an admin, you may need separate domains for different departments such as sales, support, and marketing. While this approach offers flexibility, creating and managing multiple domains can quickly become overwhelming, especially since each domain requires
                                  • Quick Copy Column Name

                                    Please add the ability to quickly copy the name of a column in a Table or Query View. When you right-click the column there should be an option to copy the name, or if you left-click the column and use the Ctrl+C keyboard shortcut it should copy the
                                  • Ability to Edit YouTube Video Title, Description & Thumbnail After Publishing

                                    Hi Zoho Social Team, How are you? We would like to request an enhancement to Zoho Social that enables users to edit YouTube video details after the video has already been published. Your team confirmed that while Zoho Social currently allows editing the
                                  • How do I remove a data source from Zoho Analytics?

                                    I am unable to find a delte option on a datasource that i put in the system as an error. On teh web it refers to a setup icon but I do not see that on my interface?
                                  • Add Employee Availability Functionality to Zoho People Shift Module

                                    Hello Zoho People Product Team, Greetings and hope you are doing well. We would like to submit a feature request to enhance the Zoho People Shift module by adding employee availability management, similar to the functionality available in Zoho Shifts.
                                  • Bigin, more powerful than ever on iOS 26, iPadOS 26, macOS Tahoe, and watchOS 26.

                                    Hot on the heels of Apple’s latest OS updates, we’ve rolled out several enhancements and features designed to help you get the most from your Apple devices. Enjoy a refined user experience with smoother navigation and a more content-focused Liquid Glass
                                  • Delay in rendering Zoho Recruit - Careers in the ZappyWorks

                                    I click on the Careers link (https://zappyworks.zohorecruit.com/jobs/Careers) on the ZappyWorks website expecting to see the job openings. The site redirects me to Zoho Recruit, but after the redirect, the page just stays blank for several seconds. I'm
                                  • Is Desk Down?

                                    Across department - always an error. [Status Mode] - error [Table View and the rest] - working
                                  • How do I change the wording of the tile of SignForm?

                                    When my user opens a SignForm url, the title that is presented is always "SignForm signer Information" and a form is displayed asking for the username and email address. This can be confusing to the end user. How can I change the title at least (Or at
                                  • How to link tickets to a Vendor/Vendor Contact (not Customer) for Accounting Department?

                                    Hi all, We’re configuring our Accounting department to handle tickets from both customers and vendors (our independent contractors). Right now, ticket association seems to be built around linking a ticket to a Customer / Customer Contact, but for vendor-originated
                                  • This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details

                                    Hello, Just signed up to ZOHO on a friend's recommendation. Got the TXT part (verified my domain), but whenever I try to add ANY user, I get the error: This user is not allowed to add in Zoho. Please contact support-as@zohocorp.com for further details I have emailed as well and writing here as well because when I searched, I saw many people faced the same issue and instead of email, they got a faster response here. My domain is: raisingreaderspk . com Hope this can be resolved.  Thank you
                                  • Problem with CRM Connection not Refreshing Token

                                    I've setup a connection with Zoom in the CRM. I'm using this connection to automate some registrations, so my team doesn't have to manually create them in both the CRM and Zoom. Connection works great in my function until the token expires. It does not refresh and I have to manually revoke the connection and connect it again. I've chatted with Zoho about this and after emailing me that it couldn't be done I asked for specifics on why and they responded. "The connection is CRM is not a feature to
                                  • Automatic Matching from Bank Statements / Feeds

                                    Is it possible to have transactions from a feed or bank statement automatically match when certain criteria are met? My use case, which is pretty broadly applicable, is e-commerce transactions for merchant services accounts (clearing accounts). In these
                                  • Unify Overlapping Functionalities Across Zoho Products

                                    Hi Zoho One Team, We would like to raise a concern about the current overlap of core functionalities across various Zoho applications. While Zoho offers a rich suite of tools, many applications include similar or identical features—such as shift management,
                                  • Automation #7 - Auto-update Email Content to a Ticket

                                    This is a monthly series where we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Email is one of the most commonly
                                  • Ticket to article and Ticket to template

                                    Hello! I would like to know if it is possible (and how) to do the following actions: 1. To generate an article from a ticket (reply + original message) 2. Easy convert an answer to an email template
                                  • Is there API Doc for Zoho Survey?

                                    Hi everyone, Is there API doc for Zoho Survey? Currently evaluating a solution - use case to automate survey administration especially for internal use. But after a brief search, I couldn't find API doc for this. So I thought I should ask here. Than
                                  • Kaizen #225 - Making Query-based Custom Related Lists Actionable with Lookups and Links

                                    Hello everyone! Welcome back to another post in the Kaizen series! This week, we will discuss an exciting enhancement in Queries in Zoho CRM. In Kaizen #190, we discussed how Queries bridge gaps where native related lists fall short and power custom related
                                  • WebDAV / FTP / SFTP protocols for syncing

                                    I believe the Zoho for Desktop app is built using a proprietary protocol. For the growing number of people using services such as odrive to sync multiple accounts from various providers (Google, Dropbox, Box, OneDrive, etc.) it would be really helpful
                                  • Non-responsive views in Mobile Browser (iPad)

                                    Has anyone noticed that the creator applications when viewed in a mobile browser (iPad) lost its responsiveness? It now appears very small font size and need to zoom into to read contents. Obviously this make use by field staff quite difficult. This is not at all a good move, as lots of my users are depending on accessing the app in mobile devices (iPads), and very challenging and frustrating. 
                                  • [Free Webinar] Learning Table Series - AI-Enhanced Logistics Management in Zoho Creator

                                    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 Learning Table Series Learning Table Series is a free, 45-60
                                  • How to use Rollup Summary in a Formula Field?

                                    I created a Rollup Summary (Decimal) field in my module, and it shows values correctly. When I try to reference it in a Formula Field (e.g. ${Deals.Partners_Requested} - ${Deals.Partners_Paid}), I get the error that the field can’t be found. Is it possible
                                  • Zoho Creator to Zoho CRM Images

                                    Right now, I am trying to setup a Notes form within Zoho Creator. This Notes will note the Note section under Accounts > Selected Account. Right now, I use Zoho Flow to push the notes and it works just fine, with text only. Images do not get sent (there
                                  • Error Logs / Failure logs for Client Scripts Functions

                                    Hi Team, While we are implementing client scripts for the automation, it is working fine in few accounts but not working for others. So, it would be great if we can have error Logs for client scripts also just like custom functions. Is there any way that
                                  • Zoho Books blocks invoicing without VeriFactu even though it is not mandatory until 2027

                                    I would like to highlight a very serious issue in Zoho Books for Spain. 1. The Spanish government has postponed the mandatory start of VeriFactu to January 1st, 2027. This means that during all of 2026 businesses are NOT required to transmit invoices
                                  • Problem : Auto redirect from zoho flow to zoho creator

                                    Hi there, I've been waiting for zoho team to get back on this for last couple of days. Anyone else have the problem to access zoho flow? everytime I click on zoho flow it redirects me to zoho creator. I tried incognito mode but it still direct me to zoho
                                  • Why am I seeing deleted records in Zoho Analytics syncing with Zoho CRM?

                                    I have done a data sync between Zoho CRM and Zoho Analytics, and the recycle bin is empty. Why do I see deleted leads/deals/contacts in Zoho Analytics if it doesn't exist in Zoho CRM? How can I solve this problem? Thanks
                                  • How to use MAIL without Dashboard?

                                    Whenever I open Mail, it opens Dashboard. This makes Mail area very small and also I cannot manage Folders (like delete/rename) etc. I want to know if there is any way to open only Mail apps and not the Dashboard.
                                  • Peppol: Accept Bill (Belgium)

                                    Hi, This topic might help you if you're facing the same in Belgium. We are facing an issue while accepting a supplier bill received by Peppol in Zoho Books. There is a popup with an error message: This bill acceptance could not be completed, so it was
                                  • Zoho Books is now integrated with Zoho Checkout

                                    Hello everyone,   We're glad to be announcing that Zoho Books is now integrated with Zoho Checkout. With this integration, you can now handle taxes and accounting on your payment pages with ease.   An organization you create in Zoho Checkout can be added to Zoho Books and vice-versa. Some of the key features and benefits you will receive are:   Seamless sync of customer and invoice data With the end-to-end integration, the customer and invoice details recorded via the payment pages from Zoho Checkout
                                  • Sync Issue

                                    My Current plan only allows me with 10,000 rows and it is getting sync failure how to control it without upgrading my plan
                                  • Add Zoho PDF to Zoho One Tool Applications

                                    It should be easy to add from here without the hassle of creating a web tab:
                                  • Next Page