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

                                  • Page Layouts for Standard Modules like CRM

                                    For standard modules like quotes, invoices, purchase orders, etc, it would be a great feature to be able to create custom page layouts with custom fields in Zoho Books similar to how you can in Zoho CRM. For example, and my current use case, I have a
                                  • Non-depreciating fixed asset

                                    Hi! There are non-depreciable fixed assets (e.g. land). It would be very useful to be able to create a new type of fixed asset (within the fixed assets module) with a ‘No depreciation’ depreciation method. There is always the option of recording land
                                  • Fixed asset management

                                    I want to know if there is any individual module for fixed assets management
                                  • One time sale item in billing automatically detects as service

                                    if i have some items which i don't want to add in my "item" list because its sold only for one time. but when i type item name in invoice, it (system) automatically takes it as a service and despite of HSN , it shows SAC code to be entered. if its selectable i.e. either item or service , it would be very helpful and a must have feature.
                                  • Project template after project creation

                                    How can I apply a project template AFTER the project has been created?
                                  • convert 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 time
                                  • Related Module in Sharing Rules

                                    Zoho CRM team recently added the feature to filter records by Related Records It will be really beneficial if we can have this feature for Sharing Rules as well
                                  • Assignment Thresholds Resetting After Lead Conversion

                                    Hello everyone, We're facing an issue with Zoho CRM's lead assignment thresholds that makes them unsuitable for our workflow. I'm hoping to find a potential workaround or solution from the community. Here’s our current process: A new lead is created automatically
                                  • Territory view for custom modules?

                                    I have recently activated territories however I can't seem to find how to use territories for custom modules? These modules have territories:  Contacts /  Accounts / Opportunities These modules don't have territories:   Buildings (custom module) and 
                                  • Approval Process Comments

                                    Is it possible to view the comments entered during the approval or rejection of a record in the approval process? If not, is there a way to require a field to be completed upon approval or rejection?
                                  • Login for test case

                                    Had a few questions regarding authentication test cases and couldn't find an answer in the the docs. 1. If an app like Zoho Creator requires authentication before providing access, do I need to create a login function and add it to each test case? 2.
                                  • Customer members area

                                    Does FSM support a customer members area? If not what do you propose we use if we want the data used in FSM for customers to give them an area / login to see past orders, create new orders and general announcements.
                                  • Notes created in mobile can no longer be accessed in desktop

                                    Working with a 2013 Mac running OS 10.14.6; Desktop Notebook version 4.5.3. Using Motorola Moto G Power 5G - 2024; Android app version 6.7 I have been using Notebook for some years. Starting several weeks ago, the notes newly created ion the phone can
                                  • Function #49: Manage varying installment payments using Zoho Books

                                    . Hello everyone, and welcome back to our series! Last week, we discussed automating the collection of fixed installment payments in Zoho Books. But what if your payment structure involves charging varying percentages of the invoice total as installments?
                                  • Is it possible for contacts to "Re-enter" a workflow in Zoho Campaign?

                                    We are currently working on a way to automatically add users to from one list to other lists based on specific criteria, but can't seem to find a native way of doing this so we are trying to use Workflows to do this. So, for example, if a user's status is set to "Active," then they should be added to the list "Active Users." If the same user's status is then set to "Paused," they should be added to the list "Paused Users" and removed from the list "Active Users." This works fine for the first go
                                  • Bulk upload images and specifications to products

                                    Hi, Many users have asked this over the years and I am also asking the same. Is there any way in which we can bulk upload product (variant) images and product specifications. The current way to upload/select image for every variant is too cumbersome.
                                  • Out of Office for Just One of My Alias Email

                                    Can I set up the Out of Office Reply for Just One of my Alias Email Addresses?
                                  • Can I map multiple Surveys into the CRM using the same fields?

                                    Hello, We are a healthcare practice that offers two distinct services (Nutrition and Primary Care). We use Zoho Survey for our lead generation form (Get Started Survey), which allows people to express interest in one of the two services and even allows
                                  • Dealing with API responses where integers have more than 16 digits

                                    Hi there How do I deal with an api response contaning an int or float with more than 16 digits (before any decimal places for a float). I constantly receive the response "Unable to cast the 'BigInteger' value into a 'BIGINT' value because the input is
                                  • Add Zoho Mail for users who do not need Zoho One

                                    We have licenses for ZOho One for teams that need to use the suite of products that Zoho One offers.  We have 8 more people who only need email access and we would like to add just a Zoho Mail.  They do not need the Zoho One license.  We are currently
                                  • ZML vs HTML Snippet - which is better?

                                    Are there certain use cases where one is better than the other?
                                  • Load PO_Date field (Purchase Order) with current date in Deluge

                                    Hi, I'm not a full time developer, just helping to customize our CRM, in the small company I work for. There must be something wrong with me, because I can't do something so simple as complete a field with the current date in a function using Deluge.
                                  • Zoho CRM in Microsoft Power Automate Custom Connector

                                    Hi everyone, I’m building a Power Automate flow that integrates Microsoft Bookings with Zoho CRM. The goal is to automatically create a meeting (event) in Zoho CRM whenever a new appointment is booked via Microsoft Bookings. To achieve this, I created
                                  • Spell check sucks

                                    Come on guys, it's 2024 and your spell check is completely retarded. You gotta fix it.
                                  • Zoho One Login Issue - Unable to receive OTP

                                    Hi Support Team, I am experiencing a unique login issue with Zoho One. I am attempting to log in from India using Zoho Login credentials provided by a USA-based client. Their Zoho account is hosted on a US data center. After entering the username and
                                  • In the Zoho Creator Customer Payment form i Have customer field on select of the field Data want to fetch from the invoice from based on the customer name In the Customer Payment form i Have subf

                                    In the Zoho Creator Customer Payment form i Have customer field on select of the field Data want to fetch from the invoice from based on the customer name In the Customer Payment form i Have subform update Invoice , there i have date field,Invoice number
                                  • Problem of Import Client Users From CRM and or Expense

                                    I am premium plan user on Projects. I have about 500 customers on Expense and CRM that integrated with each other. According to at below link, I am trying to import clients from CRM, system not allowed to select any customer. If I import from Expense,
                                  • equest to Disassociate Bigin from Zoho One and Migrate to Standalone (Upgrade to Bigin Premier – 3 Seats, Annual)

                                    Dear Zoho One Support Team, I’m writing to request your assistance to disassociate (remove) the Bigin application from our Zoho One organization while preserving all existing Bigin data. After the disconnection is successfully completed, we intend to
                                  • Unable to enable tax checkboxes

                                    Hi Zoho Commerce Support, I'm writing to report an issue I'm having with the tax settings in my Zoho Commerce store. I've created several tax rates under Settings > Taxes, but all of them appear with the checkbox disabled. When I try to enable a checkbox,
                                  • Zoho Commerce - Enable Company Name and Tax Number collection for B2B orders in Global Edition

                                    Please enable Company Name and Tax Details option on checkout settings in Zoho Commerce Global Edition. It is still important to collect Company Name and Tax Number for B2B sales in many countries. My business is based in Ireland (in the EU) and I have
                                  • ZohoSign and ZohoBooks Integration/Workflow

                                    Hello All, We utilize ZohoSign for signatures on tax eFiles. We utilize Dynamic KBA. Additionally, we use ZohoBooks for invoicing for these services. Is there a way to accomplish the following: Send a copy of the Tax Return, Invoice and eFiles in one
                                  • Manage monthly tasks with projectsf

                                    Hi All I run a finance and operations team where we need both teams to complete monthly tasks to ensure we hit our deadlines. Can Zoho projects be used for this. There many finance focused tools but we have Zoho one so want to explore Thanks Will
                                  • Zoho Suite is very slow

                                    Since today Zoho is incredibly slow over all applications! What's going on?
                                  • Combine and hide invoice lines

                                    In quickbooks we are able to create a invoice line that combines and hides invoices lines below. eg. Brochure design         $1000 (total of lines below, the client can see this line) Graphic Design           $600 (hidden but entered to reporting and
                                  • Zoho Devops

                                    We have a Zoho one account which we have integrated with an SAS educational product, sold on a subscription model, using webhooks and API calls. We make some use of custom fields and cross module lookups and relationships. We utilize CRM, Books and billing
                                  • Fuel up your sales with the Zoho SalesIQ + Bigin integration

                                    Hi everyone! We’re happy to bring you the all-new Zoho SalesIQ + Bigin integration. With this, every prospect from your website instantly becomes a contact in Bigin, complete with transcripts and follow-up tasks, so you never lose a lead again. Let's
                                  • Introducing AI-powered Assessments & Zoho's native LLM, Zia

                                    We’ve shipped a cleaner, faster way to create assessments in Zoho Recruit. 🚀 Instead of manually building question banks or copying old templates, you can now generate ready-to-use assessments in just a few clicks, all tailored to the role you’re hiring
                                  • Ability to Reset Visitor Fields During an Active Chat Flow

                                    Hello Zoho SalesIQ Team, We hope you are doing well. We would like to propose a feature enhancement to Zoho SalesIQ regarding the management of visitor fields within Zobot flows. Use Case: Our bot asks the visitor to provide information about a 3rd person
                                  • External ID in Zoho CRM

                                    Hello everyone! We know that Zoho CRM allows you to integrate third-party apps and manipulate data through APIs. While you integrate a third-party application, you may want to store the third-party reference IDs in Zoho CRM's records. To meet this need
                                  • Some emails are not being delivered

                                    I have this problem where some of my mail just seems to disappear. When I send it, it appears as sent with no mention of any problem, but my recipient never gets it, not even in the Spam folder. Same for receiving, I have a secondary e-mail address, and
                                  • Next Page