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

                                  • My email sending has beed blocked due to high bounce rate. NEED HELP

                                    User ID: 886739811 Dear Zoho Team, I hope this message finds you well. My account (User ID: 886739811) was blocked from sending emails last week due to an unusually high bounce rate. This spike was caused by a bot attack on our platform, which led to
                                  • Can Zoho CRM Emails be used in Zoho Analytics in any capacity?

                                    We're wanting to display details about Lead Activity in regular reports through Zoho Analytics but we're having difficulty integrating Emails at all. We'd like to be able to note when an email is received and when it is sent somewhere other than just
                                  • Scheduled Maintenances

                                    Hi, Why is adding scheduled maintenance so arduous. It should be a simple process and take very little time for basically a recurring job. Creating 3 records with similar data seems crazy to me. Is there a easy way to do this? I have to create hundreds
                                  • Subform Fields for Form Rules & Subform Fields as a Condition with Form Fields as the Action

                                    Hi, The Subform in Field Rules is great, but it is missing completley from Form Rules and it lacks being able to have Subform Fields in the Condition while having Form Fields in the Action, it works the other way around. Thanks Dan
                                  • Power of Automation :: Implementing Deadline-Based Task Scoring with Custom Fields

                                    Hello Everyone, A custom function is a software code that can be used to automate a process and this allows you to automate a notification, call a webhook, or perform logic immediately after a workflow rule is triggered. This feature helps to automate
                                  • Zoho Forms - Subform Integration with Zoho CRM?

                                    I created a form in Zoho Forms that includes a sub-form for information that I want to integrate with the CONTACTS module. I am unable to find a way integrate/map the fields in the sub-form with the Contacts module in Zoho CRM. Is there a way to do this
                                  • Filter by user in Pivot Chart

                                    I have a Pivot chart where the data should be filtered by user. The user enters the system and should see only the data that correspond to it. Can anyone help me?
                                  • Is ZeptoMail Still Supported? No Response to API Query in Over a Week

                                    Is ZeptoMail Still Supported? No Response to API Query in Over a Week I’m posting here to express my growing frustration and concern over the lack of professionalism I’ve experienced with Zoho's ZeptoMail support. On July 21st, I received a response asking
                                  • Add ID to the recycling bin page

                                    Feature request to add the ID to the recycling bin page. This would be helpful for reference when trying to recover things. This is the long zoho ID for each item. - ticket ID - contact ID - account ID - etc.
                                  • Remove System Defined Ticket Layout

                                    Hi ZohoDesk, I have created a new Ticket Layout and made it the default and I want to remove the original default one so there is only one to choose from. It won't allow me to do this, or go into the options and take the tick out of the show in Help Center.
                                  • ZOHOLICS Japan 2025 開催のお知らせ

                                    ユーザーの皆さま こんにちは、Zoho コミュニティチームの中野です。 年に一度の自社最大イベント、「ZOHOLICS Japan 2025」(ゾーホリクス)の開催が決定しましたので、こちらでお知らせします。 今年の開催回は、特別ゲストやZoho のエキスパートが、 最新のDX事情や皆さまのビジネスプロセス改善、業績アップのヒントとなる情報をお届けします。 Zoho コミュニティからは、Zoho Championの西尾さん(@西尾 真言)、 コミュニティアンバサダープログラム(ZCAP)メンバーの箕輪さんにご登壇いただき、
                                  • Unable to connect Zoho Learn to other Zoho Tools

                                    Hello Zoho, Can you work on Zoho Learn. I am unable to connect it with other Zoho tools like Zoho people or even Zoho SalesiQ. This is needed, especially if I am connect Ai to my systems. Please work on connecting your applications better, especially
                                  • Chatbot for Urdu language

                                    Hello, I have successfully set up Zoho Desk and integrated it with Moodle using ASAP. I am now looking for a chatbot that supports the Urdu language to enhance student support. My goal is to enable the chatbot within ASAP so that students can ask questions,
                                  • Multi Level Hierarchical Query

                                    Hi guys I have a situation where i am trying to extract the descendants of a particular entry. So long story short, i have the Account table with Agency (A) id = 1, and that has child Agency (B) id = 2. This child agency (B) has a child agency (C) id
                                  • AI-Powered Grouping and Tagging of Related Issues and Tasks in Zoho Projects

                                    Dear Zoho Projects Team, Greetings, We would like to suggest a feature that would greatly enhance how we manage feature requests and bug reports submitted through the Zoho Desk to Zoho Projects integration. Use Case: Our support agents handle customer
                                  • How to change side bar from dark mode to light mode?

                                    The side bar on the left side in workdrive doesn't appear to have a way to fix it from dark mode - is there a way to? I can't read in dark mode without excessive headaches, and I would really like to be able to see while I have workdrive open, as workdrive
                                  • How to see history on Bulk send of Customer Statements

                                    Hi, We bulk send statements to customers every month via Books - every month we have customers emailing requesting a statement. Currently I have no visibility on if a customer was sent the statement or not and if our process is being followed or overlooked
                                  • How to add buttons elements in the Header

                                    I am trying to add CTA (Call to Action) buttons in the right side of the main navigation menu. This is a common practice for sites but I can't seem to figure this out for Zoho Sites. Is there a custom workflow that could be shared with me? 
                                  • Automatic back up - Zoho Recruit, books, people,crm, analytics

                                    Hello, Has anyone found a good way of automatically backing up Zoho (CRM, expense, recruit, people, books, analytics).? I have found with tool that does, but it doesn't include recruit or analytics It's a bit annoying and time consuming having to go to
                                  • delete departments on zoho desk

                                    I created test departments on zoho desk. how can i delete them now?
                                  • Validation, checking if a file has been attached to the ticket

                                    A very useful option would be to allow checking, under specific conditions, whether the user has attached a file to the application, e.g., a bug report. Some applications require files to be attached, and the system could enforce this after the system
                                  • AI & Zoho Recruit

                                    Hello, I guess we all are using AI in our personal and professional lives. Now, let's imagine. Recruitment is just a succession of stages and steps. For which step would you like to see AI implemented into Zoho Recruit ? I'll start : - Automatic translation
                                  • Zoho Flow not handling Boolean properly

                                    Hi, I have a checkbox in one system that I'm trying to sync with a checkbox in Zoho CRM. The value from the source system comes in as blank (unticked) or 1 (ticked). I've written the following custom function to convert the output to either boolean false
                                  • Quotes Module - import data

                                    Hello Zoho, is it possible to import Quotes records? I was trying and i have no results. Raport shows no data imported. Could you help me please how to do it?
                                  • Balance Sheet - Zoho Analytics

                                    Hi Team, I’m looking to implement a feature that captures the conversion rate based on the filters applied. By default, it should fetch the most recent conversion rate, and when a filter (such as a timeline filter) is applied, it should return the conversion
                                  • files sent will not open for recipient

                                    work files (done in writer) which previously opened will not open for the recipient
                                  • Migration of Mails from Pipedrive

                                    Hi, so far the migration from Pipedrive to ZOHO works pretty good. For full completeness of the migration we miss all the mails linked to Deals, Contacts, Customers, ... What possibilities do we have to have Pipedrive fully migrated to ZOHO? Best Regards,
                                  • Published sheets don't work anymore

                                    Hi, Published sheets don't work anymore. The display of values is very very slow and calculations are not displayed at all. Thanks!
                                  • #1 Zoho Billing vs. Zoho Books: Which one should I choose?

                                    Managing your business finances isn't just about sending invoices. It's about keeping everything organized, accurate, and moving towards your organization's goals. At Zoho, we understand the complexity, which is why we offer two powerful yet distinct
                                  • Is Zoho tables still being developed?

                                    Has this product been abandoned? I haven't seen any useful new features or stability improvements over the past six months or more. I think Tables is a great concept, filling a niche between spreadsheets and full database tools, but the current implementation
                                  • How to connect oracle ADW with Analytics

                                    I want to add Oracle ADW as a data source in Zoho Analytics, but I couldn't find any relevant documentation. Can anyone suggest how to do it, or let me know if it's even possible? Thanks!!
                                  • add attachments to automated emails?

                                    Hi, I'm looking for a way to have documents saved under an account, be grabbed and sent to an email address once a specific status has been updated.  For example we have a tab we've labeled as sales orders, when the status is changed to shipped, it emails the customer the tracking number and estimated delivery date.  I'd like it to also grab pdf docs (COA, BOL, etc) from that order and send in that email.   Currently we have to go into zoho change the status to shipped, then email all the docs to
                                  • [Action Required] Zendesk - Zoho Analytics integration requires re-authentication

                                    Dear Zendesk integration users, Zendesk is transitioning to a new OAuth model that uses refresh tokens for improved security and stability (read more). As a result, all Zendesk users in Zoho Analytics must re-authenticate their Zendesk connections on
                                  • Rerun Migration?

                                    I migrated a mailbox a few days ago, but didn't do the cutover on the MX records until today.  How can I rerun the migration to sync the mailboxes?  The old account has had a fair amount of activity since the first migration. I am used to other systems
                                  • طلب حذف الدومين والمؤسسة من حساب zoho

                                    السلام عليكم، أود طلب حذف الدومين التالي من حسابي في Zoho، حيث لا يظهر لي خيار الحذف في لوحة التحكم: اسم الدومين: hudajstore.com البريد المرتبط: [contact@hudajstore.com] علمًا بأنني المسؤول عن المؤسسة، ولا أستخدم الدومين حاليًا، وأرغب في إلغاء ربطه وحذف
                                  • Microsoft Outlook Add-in Update: Enhancing Efficiency for Recruiters

                                    We've released an update to the Zoho Recruit Microsoft Outlook Add-in, which brings a host of features designed to streamline your recruiting process and boost productivity. Let's delve into the details: Associate Emails with records in Zoho Recruit You
                                  • New integration: Zoho Books + Zoho Forms

                                    Hello Zoho Forms community! We are thrilled to announce the addition of another integration that brings speed and efficiency to your financial workflows. Zoho Forms can now be integrated with Zoho Books! Here’s a quick rundown on Zoho Books! For anyone
                                  • Witness Sign - Automation with Zoho Creator

                                    Hi there, I used to be able do automatically send a Zoho Sign document from Zoho Creator where each signer had one witness. The action code was as follows for each signer and witness:       // CLIENT eachActionMap1 = Map(); eachActionMap1.put("signing_order","1");
                                  • Announcing: custom color palette + free workshop

                                    Hello everyone, We're excited to share new feature in Zoho Bookings—a color palette within booking page themes. You'll find this option under Manage Bookings > Workspaces > Booking Page Themes. You can customize the color of every element in your booking page and even alter the transparency of your background image. Please note that this is a paid feature included in the Basic and Premium plans. At the moment, it's available only under the Modern Web theme. This means you can create billions (7,
                                  • Removing 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 results
                                  • Next Page