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

    • Can Zoho Marketing Automation send OTP codes via WhatsApp during user registration?

      The flow I would like to implement is: A user signs up in the mobile app and enters their phone number. The system generates a one-time verification code (OTP). The OTP is sent to the user via WhatsApp message. The user enters the code in the app to confirm

    • Where to show Customization Field ?

      Dear Sir, I have made some New Field in Item Field Customisation. Now I don't require that field in Estimate, Sales Orders etc. I just wants that field in Sales Invoice to Show/Hide... Is that possible ?

    • What's New in Zoho Analytics - February 2026

      Hello Users! We're back with another round of updates for Zoho Analytics. This month's release focuses on giving you greater flexibility in how you visualize, manage, and act on your data - with new features like custom visualizations, remote MCP server,

    • Zoho Books (and other Finance Suite Apps) - Clickable Item Name on Invoices and Reports

      Hi Zoho Books team, It would be really helpful if the Item Name on Reports were clicable to take me to the item. The same on Invoices, often I am looking at an invoice and I want to look at the deails of a product. A link here would be helpful to jump

    • Display actual mileage on an invoice

      My users are creating expenses in Zoho expense. For example, they expense 10 miles and get paid 7 dollars (10 miles * IRS rate of .70). If I look at the expenses in Zoho Books, it does show them at 10 miles at .70 cent When I add these expense to an invoice

    • Can you create relationships BETWEEN contacts within the same module

      I am setting up my CRM, and I want to have a way to connect contacts within the same module.  Is there a way to do this?  If not - how do I decide how to split up contacts to make connections?  What are best practices for this? We have clients who need

    • Function and workflow to create customer payment and send receipt

       I am attempting to set up a workflow/custom function for the automatic creation of a customer payment and sending the email receipt, but am receiving the error "Improper Statement Error might be due to missing ';' at end of the line or incomplete expression" I've been over everything several times and cannot see where the error is (code is copied into the attached document).  I haven't used custom functions before with Deluge, so it's very likely something very simple, or I've completely mucked

    • Disable Sign Up option in Zoho Creator Portal and show only Sign In page

      Is it possible to disable the Sign Up option in a Zoho Creator portal? The requirement is to show only the Sign In page and completely remove or hide the Sign Up page, so users cannot create accounts directly from the portal login page. Is there any setting

    • Can I view the KB in the same way as a customer logged in as my Agent?

      Sorry if this seems a mad question.  I have some Articles that I want to be seen by my Agents and the status of these is set to Agents only.  We also have some that are set to Public. When I sign in with my private email address (as a customer) I can

    • What’s New in Zoho Inventory — Latest Features, Integrations & Updates | December 2025

      Zoho Inventory has evolved significantly over the past months, bringing you smarter, faster, and more connected tools to streamline your operations. Whether you’re managing multichannel sales, complex fulfillment workflows, or fast-moving stock, our newest

    • Which user's capacity is used for Shared Mailbox storage?

      We use shared mailboxes at our company, and their size is increasing daily. Which user(s)'s total mailbox limit is being used up by this space?

    • Evernote (ENEX) import limitations

      I have been with Evernote since 2010, but the latest price increase is ridiculous. I am currently testing Zoho Notebook as a replacement. I am impressed so far - if it were not for critical need to import legacy Evernote notes, I would 100% migrate to

    • Can I create a CODE 128 custom field for my items in Zoho Inventory and then use it for generating Sales Orders?

      Can anyone helps me, I don't want to use the SKU code for scanning my products.  ​Because all my products have a CODE-128 label attached.

    • Prevent duplicate with custom fields?

      I was wondering something about custom field/custom modules in Zoho Desk. For some reason you can make a custom field mandatory but not unique? For example, if I create a custom module to manage equipment and renewal and make a field serial number no

    • Zoho Books' 2025 Wrapped

      Before we turn the page to a new year, it’s time to revisit the updates that made financial management simpler and more intuitive. This annual roundup brings together the most impactful features and enhancements we delivered in 2025, offering a clear

    • Multiple Vendor SKUs

      One of the big concerns we have with ZOHO Inventory is lack of Vendor Skus like many other inventory software packages offer. Being able to have multiple vendor skus for the same product would be HUGE! It would populate the appropriate vendor Sku for

    • Create Invoice automated with Package

      Does anyone knows how to create an invoice from a SO when we have created the package? We do these manually. and validate that the product packed is the product invoiced (if the order is partially packed) Regards, JS

    • Unable to integrate Zoho Projects and Zoho Workdrive

      I'm a Zoho One subscriber. When I go to Zoho Projects > Settings > Marketplace > Zoho Apps I do not see an option for Zoho Workdrive but I do see one for Zoho Docs that does nothing. How do I get the option to integrate Zoho WorkDrive and Zoho Proje

    • Disable payment thank-you emails

      Hello, can someone please tell me how to disable sending of the "Payment Thank-You" emails? 

    • How to backdate record payment for the invoice

      I would like to record a payment which happened 2 days ago, but I am not able to select any date later than today. I backdated the invoice, too, but it doesn't change anything

    • Help with deluge script

      Hi Community, this is my first Deluge script. I've pieced it together from reading various articles I want to use it in a workflow to 1 Convert a lead to a contact 2. Create a record in a custom module Below is what I have got so far but it does not fire

    • Connect Airwallex in Zoho Books

      I have a question. I’m trying to connect our Airwallex account to Zoho Books, but the integration does not seem to work. Could you please guide me on how to properly connect Airwallex? I need to see the expenses also, since it only shows the profits now

    • Marketer's Space: Why email authentication matters in Zoho Campaigns

      Welcome back to another post in Marketer's Space! If you've recently started using Zoho Campaigns, you've probably come across terms like SPF and DKIM. You may have also noticed emails that show "via zcsend.net" in Gmail when testing or sending campaigns.

    • Edit email address that appears on invoice

      Hi How do I change the email address that appears on invoices, it is showing the email address that i used to sign up to zoho with but I want to change it to another email address that we use for accounts. also is there a way to edit the position of a

    • Google Fonts Integration in Pagesense Popup Editor

      Hello Zoho Pagesense Team, We hope you're doing well. We’d like to submit a feature request to enhance Zoho Pagesense’s popup editor with Google Fonts support. Current Limitation: Currently, Pagesense offers a limited set of default fonts. Google Fonts

    • Clone Entire Zoho Boooks Organization, including all transactions for testing & training

      Can Zoho Books support help with direct cloning of entire Zoho Books & Inventory Organization? including all transactions, just like a copy & paste or disk cloning. Is this possible?

    • Restrict portal signup until registration form and payment are completed

      Hi everyone, I am working on a Zoho Creator portal for a project. In our business flow, users must first fill out a registration form and pay a registration fee before they are allowed to access the portal. However, when I share the portal link, users

    • Zoho Creator In-App Notification

      Hi Team, I have implemented an in-app notification using code, as it required some customization. I followed the example in the link below: https://www.zoho.com/deluge/help/pushnotify-using-deluge.html#Example I have a couple of questions regarding this

    • Tip #64- Exploring Technician Console: Screenshot- 'Insider Insights'

      Hello Zoho Assist Community! Have you ever needed to capture exactly what's happening on a remote machine, whether to document an issue, guide a customer, or keep a record of your session? That's where the Screenshot feature in Zoho Assist comes in! With

    • Relating Invoices to Projects

      Hi Zoho team, If I have already created previously an invoice in Books, so I want to know how can I associate it with a relevant project? Thank you

    • Create a quote/estimate that includes a range of prices

      I am interested in using Zoho Books' Quote templates to create estimates for my customers. I do a mix of fixed-bid quotes and quotes based on an hourly rate. For the hourly rate quotes/estimates, I like to include a price range, for example: 2-4 labor

    • Budget

      I have just upgraded to the standard plan in order to be able to utilize the budgeting function and record budget amount

    • Capirec bank Automatic feed update

      Can anyone tell me if Zoho supports Automatic bank feed update from a Capitec bank account in south africa?

    • Free webinar! Accelerate deals with Zoho Sign for Zoho CRM and Bigin by Zoho CRM

      Hello, Paperwork shouldn’t slow you down. Whether you’re growing a small business or running a large enterprise, manual approvals and slow document turnaround can cost you time and revenue. With Zoho Sign for Zoho CRM and Bigin by Zoho CRM, you can take

    • Add Lookup Field in Tasks Module

      Hello, I have a need to add a Lookup field in addition to the ones that are already there in the Tasks module. I've seen this thread and so understand that the reason lookup fields may not be part of it is that there are already links to the tables (

    • Upload own Background Image and set Camera to 16:9

      Hi, in all known online meeting tools, I can set up a background image reflecting our corporate design. This doesn't work in Cliq. Additionally, Cliq detects our cameras as 4:3, showing black bars on the right and left sides during the meeting. Where

    • ZeptoMail API

      Hello Since today, we experience issues with the ZeptoMail API. When trying to send e-mails using: https://api.zeptomail.eu/v1.1/email we receive the error: (503) Site unavailable due to a traffic surge. Please try again shortly. I kindly ask you to identify

    • Sender Email Configuration Error.

      Hello Team, Hope you are all doing well. We are in the process of creating the Zoho FSM environment in the UAE. When we try to add the sender email address “techsupportuae@stryker.com”, we receive the error message: “Error occurred while sending mail

    • Managing user mailbox actions

      An organization often has users with different roles and responsibilities, such as leadership, operations, or support teams. While some users may require full access to email features, others may only need limited functionality. For example, enabling

    • Custom function return type

      Hi, How do I create a custom deluge function in Zoho CRM that returns a string? e.g. Setup->Workflow->Custom Functions->Configure->Write own During create or edit of the function I don't see a way to change the default 'void' to anything else. Adding

    • Next Page