Lifecycle Reports

Lifecycle Reports

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


A 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!

    • 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

    • Recent Topics

    • Project Management Bulletin: October, 2025

      Every need leads to innovation. Project Management tools were developed out of sheer necessity to drive large projects. With wide usage, the specifications grew precise, and so did the refinement. Over years we’ve crafted one of the best project management

    • Zoho Sheets saying locked when not locked

      Zoho Sheets won't let me add more rows to sheet because it's saying the sheet is locked, but the sheet is not locked. I tried using a different browser but I still have the same issue.

    • Identifying and Merging Accounts with Similar (Non-Exact) Names

      Hello everyone, I’m aware of the built-in deduplication feature in Zoho CRM that allows merging records with exactly matching values for selected fields. However, I’m running into a situation where our migrated data contains multiple variations of the

    • Option for super admin to recover the deleted chats in Zoho Cliq

      Currently, in Zoho Cliq, if a user accidentally deletes their chats, there is no option for the Super Admin to recover or view those deleted messages. I believe it would be helpful if Super Admins had a recovery option, perhaps within a certain time frame,

    • Zoho CRM iOS app updates: the Homepage, Zoho Survey integration, and support for multiple file uploads in subform

      Hello everyone! The Zoho CRM mobile app continues to evolve to bring you a smoother and more powerful CRM-on-the-go experience. We're excited to share some important updates now available in the iOS app. Here's what's new: Homepage support Zoho Survey

    • I am trying to integrate my module in sandbox environment to add data via API

      I went through the documents and tried to setup the API for adding the module via the api but the problem is the token setup is done on "https://accounts.zoho.in/oauth/v2/token" domain and the bulk write is done on "https://content.zohoapis.com/crm/v8/upload"

    • Setting up primary mobile number.

      Hi Sir Earlier I joined IIFL team and got an organizational email of zoho services. Later i quit and now my account is deactivated with IIFL but i am unable to link my mobile number to my own email id with zoho.

    • Tables for Europe Datacenter customers?

      It's been over a year now for the launch of Zoho Tables - and still not available für EU DC customers. When will it be available?

    • Guided Conversations - Ticket Creation

      Hi there, Using Guided Conversations to Take Customer Data and apply it into a Support Ticket for internal use, Is there a way to take multiple Textual Variables Inputs (A series of questions), and have the answers all appear in the Description of the

    • How to send certain invoices for Approval based on condition?

      To streamline operations, I need the invoices to go for approval when certain conditions are met. For example, if my staff gives a discount of x amount, it must go for approval. If there is no discount, then the invoice will be approved automatically.

    • Unable to continue payment

      Hi, I want to make a payment for my email subscription, but I cannot proceed with the payment because my NITKU is invalid. In Indonesia, the NITKU consists of 22 digits, but Zoho only provides 20 digits, causing my NITKU to be invalid. Please help me

    • Is there a way to show contact emails in the Account?

      I know I can see the emails I have sent and received on a Contact detail view, but I want to be able to see all the emails that have been sent and received between all an Accounts Contacts on the Account Detail view. That way when I see the Account detail

    • Massive spam pretending to come from our address – is this a Zoho security issue?

      Hi, We’ve been receiving more and more suspicious emails lately — many of them clearly look like scams. But yesterday, we got an email that appeared to be sent from our own address, which was very concerning. We're starting to wonder if this might be

    • Cant recieve mails

      I’m having an issue with my external IMAP account not fetching any emails into Zoho Mail, even though the connection test says “Success”. I can send, if someone sends an email to me. my original directory (home.pl host) recieves it in their portal but

    • Zoho Sheet Autofit Data

      While using Autofit Data function in Zoho Sheets with Devnagri Maratji or Hindi Fonts, a word or a number, it keeps couple of characters outside the right side border.

    • Enhancements to finance suite integrations

      Update on the migration (October 28, 2025): Starting this week (October 29 tentatively), we’ll begin migrating Zoho CRM users to Zoho Books as integration users. This means actions will now run under each user’s own Zoho Books access, instead of the admin’s.

    • Edit 'my' Notes only

      The permissions around Notes should be more granular, and allow to user to be able to edit the notes he created only. The edit Notes permission is useful as it allows the user to correct any mistakes or add information as needed. However, with this same

    • Job Alerts for Candidates

      hi All, I have 2 questions relating to sharing job details with candidates. 1. is there a way to notify candidates that meet certain criteria of current jobs available? eg. I run a candidate search, and identify 50 candidates that might be suitable. Can

    • Enhancing Task Accuracy: Automatically notify the owners upon Task duplication.

      Hello Everyone, A Custom function is a user-written set of code to achieve a specific requirement. Set the required conditions needed as when to trigger using the Workflow rules (be it Tasks / Project) and associate the custom function to it. The requirement

    • Nodemailer not working with Zoho

      Hi All, I'm having issues with Zoho working with Nodemailer. It works as expected when using gmail as the service. Below is the code I get when using zoho. Error sending email: Error: connect ECONNREFUSED 127.0.0.1:587 at TCPConnectWrap.afterConnect [as

    • desktop app for TODO

      Is there a desktop app for Zoho TODO?

    • Show/ hide specific field based on user

      Can someone please help me with a client script to achieve the following? I've already tried a couple of different scripts I've found on here (updating to match my details etc...) but none of them seem to work. No errors flagged in the codes, it just

    • Where are Kanban swimlanes

      So i've been playing with Zoho Projects Kanban view a bit more. It appears that task lists are being used as the Kanban columns, which makes sense from the implementation point of view but not the logical one.  Kanban columns are statuses that a task can flow through, while a task list has been a logical way to organize related tasks and relate them to a mislestone. In other words a task in a particular task can go through several stages while remaining in the same task list. After doing some research

    • Tip 19: How to display images in Pages using ZML snippets

      Hi folks, We're back with another tip on how to use Zoho Markup Language (ZML) to create interactive pages in Zoho Creator. You can use ZML snippets to add various kinds of components to your pages and structure them in meaningful ways. That's not all, though—using ZML you can ensure your application is automatically compatible with all kinds of devices without any inconsistencies. We often get questions from users about how to invoke Deluge scripts within ZML code. Here's a simple use case for adding

    • Can zoho swign format block text spacing automatically when prefilled from zoho crm?

      I'm sending zoho sign template from zoho crm, so that zoho crm pre-populates most fields. I have existing pdf documents that i am having signed. I have no ability to change the pdf documents, they are standardized government forms. The problem I am facing

    • Reference lookup field values in Client script

      hello all, I'm using a "ZDK.Apps.CRM.Products.searchByCriteria" function call, which is returning the matching records correctly; however, one of the fields is a lookup field which I need the associated data. I believe there is a way to get this data

    • Every time an event is updated, all participants receive an update email. How can I deactivate this?

      Every time an event is updated in Zoho CRM (e.g. change description, link to Lead) every participant of this meeting gets an update email. Another customer noticed this problem years ago in the Japanese community: https://help.zoho.com/portal/ja/community/topic/any-time-an-event-is-updated-on-zohocrm-calendar-it-sends-multiple-invites-to-the-participants-how-do-i-stop-that-from-happening

    • How can I filter a field integration?

      Hi,  I have a field integration from CRM "Products" in a form, and I have three product Categories in CRM. I only need to see Products of a category. Thanks for you answers.

    • How to implement new online payment gateway?

      Hello, Can you tell me how to proceed to implement my local payment gateway? DIBS has an open avaiable API that should be easy to implement into ZOHO BOOKS. http://tech.dibspayment.com/dibs_payment_window

    • Zoho CRM - Portal Users Edit Their Own Account Information

      Hi Community, I'm working on a client portal and it seems like the only I can make the Account record editable to the Contact, is if I add another lookup on the Account to the Contact record. Am I missing something as the account already has a list of

    • Connecting Zoho Mail with Apollo.io

      Hi, I am trying to connect my Zoho Mail account with my Apollo.io account to start sending cold email for prospecting purposes. I have activated the IMAP setting but I am still unable to connect to the Apollo account. I am using my email credentials but

    • Where does this report come from in the Zoho One ecosystems?

      Is this directly from MA, Analytics or ??? ???

    • Contact's title in "Contact Role Mapping"

      When I'm creating a deal, I'd like to see the contacts title in the listing. Right now, I only see this: How can I get the contact's title in there?

    • Zoho CRM - Client Portal - Hide Notes Related List

      Hi Community, I'm building a customer portal and I can't find a way to hide the notes related list. I don't want the client to see the notes I have about them. Is there a way to do this as it is no bin/trash icon when I hover over.

    • "Pivot Table" Conditional Formatting

      Team, I there a way to use conditional formatting a "Pivot Table"  report? Thanks, Arron Blue Pumpkin Hosting | Solutions Made Simple

    • How many clients can be added to Zoho Practice?

      How many clients can be added to Zoho Practice without having their zoho app?

    • Stage History

      when viewing a ticket , and you look at stage history tab (kanban view) and look at the stage duration column in days, it shows the current stage of the ticket as " current stage ". Should it not rather show the amount of days it has been in that current

    • Automating Ticket Responses Using Zoho Desk's AI Features

      We’re looking to set up an automation within Zoho Desk that can analyze incoming emails or tickets and automatically respond with relevant knowledge base articles based on the content of the request. Could you please guide us on how to configure this

    • Optimising CRM-Projects workflows to manage requests, using Forms as an intermediary

      Is it possible to create a workflow between three apps with traceability between them all? We send information from Zoho CRM Deals over to Zoho Projects for project management and execution. We have used a lookup of sorts to create tasks in the past,

    • Service locations are tied to contacts?

      Trying the system out. And what I discovered is that it seems that the whole logic of the app is, I'd say, backwards. There is a Customer - a company. The company has contact persons and service locations can be associated with different contact persons.

    • Next Page