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

    • Feature Request - Set Default Values for Meetings

      Hi Zoho CRM Team, It would be very useful if we could set default values for meeting parameters. For example, if you always wanted Reminder 1 Day before. Currently you need to remember to choose it for every meeting. Also being able to use merge tags

    • Issues with Actions By Zoho Flow

      Hi, I have a workflow that fires when a deal reaches a stage. This then sends out a contract for the client to sign. I have connected this up through Actions by Zoho Flow. Unfortunately this fails to send out. I have tracked it down to the date fields.

    • CRM x WorkDrive: We're rolling out the WorkDrive-powered file storage experience for existing users

      Release plan: Gradual rollout to customers without file storage add-ons, in this order: 1. Standalone CRM 2. CRM Plus and Zoho One DCs: All | Editions: All Available now for: - Standalone CRM accounts in Free and Standard editions without file storage

    • Windows Desktop App - request to add minimization/startup options

      Support Team, Can you submit the following request to your development team? Here is what would be optimal in my opinion from UX perspective: 1) In the "Application Menu", add a menu item to Exit the app, as well as an alt-key shortcut for these menus

    • Ability for admin to access or make changes in zoho form without asking for ownership

      Currently in zoho form only form owner can make the changes in the form and if someone else has to make changes then we have to transfer the ownership to them and even admin also cant access it . So i think admin must have the ability or option to access

    • Issue with WhatsApp Template Approval and Marketing Message Limit in Zoho Bigin

      We are facing issues while creating and using WhatsApp message templates through Zoho Bigin, and we request your clarification and support regarding the same. 1. Utility Template Approval Issue Until December, we were able to create WhatsApp templates

    • Zoho CRM Calendar View

      Hello Zoho team, We need desperately a calendar view next to list, kandan and other views. I think it should be easy to implement as you already have the logic from Projects and also from Kanban View in CRM. In calendar view when we set it up - we choose

    • Camera

      I can sign on to a meeting and see the other participants, but my screen is dark. The instructions for Zoho "Camera Settings" say "click on lock icon in address bar," but I don't see that icon! Suggestions?

    • What is Workqueue and how to hide it?

      Hi， My CRM suddenly have this "Workqueue", may I ask how to set the permission of this tab?

    • Batch/lot # and Storage bin location

      Hi I want to ask for a feature on Zoho inventory I own a warehouse and I've gone through different management software solutions with no luck until I found Zoho, it has been a game changer for my business with up to the minute information, I'm extremely happy with it. It's almost perfect. And I say Almost because the only thing missing for me (and I'm sure I'm not alone) is the need of being able to identify the lot number of my inventory and where it is located in the warehouse. Due to the nature

    • Adding Sender Address with Basic Plan

      According to the knowledge base, I should be able to add Sender addresses with the Basic Plan. But whenever I try to add an email, it takes me to a search window and I cannot find any emails in the list. Even mine, which is the admin. email.

    • Conditional Field Visibility in Bigin CRM

      I would like to request support for conditional field visibility within Bigin CRM. This feature should allow administrators to configure show/hide rules for fields based on predefined criteria (e.g., field values, picklist selections, stage changes,

    • Bill automation in Zoho Books

      Hi I am looking for 3rd-party options for bill automation in zoho which are economical and preferably have accurate scanning. What options do I have? Zoho's native scanning is a bit pricey

    • Reporting Tags

      We've been using reporting tags for years (before itemizing was available) and now we are finding reporting these tags are impossible to track. Reports have changed in the customization and our columns of reporting tags no longer show up. We do not use

    • Function #53: Transaction Level Profitability for Invoices

      Hello everyone, and welcome back to our series! We have previously provided custom functions for calculating the profitability of a quote and a sales order. There may be instances where the invoice may differ from its corresponding quote or sales order.

    • Consumption based inventory

      I am currently using Zoho Books for my hospitality business, which includes lodging and restaurant services. We purchase many items in bulk for storage and consumption as needed. I'd like these items to be recorded as inventory when purchased and categorized

    • Smarter Access Control: Role-Based Access vs. Responsibility-Based Profiles

      Every business has roles, responsibilities, and workflows. While roles help define structure, responsibilities within those roles are rarely the same. As your team grows, some members need access to only a specific set of features. Others require visibility

    • Partner with HDFC And Sbi Bank.

      Hdfc and sbi both are very popular bank if zoho books become partner with this banks then many of the zoho books users will benefit premium features of partnered banks.

    • API in E-Invoice/GST portal

      Hi, Do I have to change the api in gst/e-invoice portal as I use zoho e books for my e-invoicing. If yes, please confirm the process.

    • Member role in zoho meeting

      does a user with member role can see other users in the organization

    • How to post more than 4 Images on Instagram?

      Hi I read several articles to the topic od how to post more than 4 images on instagram, but i can't figure out how it works. I can't find the content editor and i installesd the z share extension for google chrome. Could someone please help me? Than

    • Clone Recurring Expenses

      Our bookkeeping practices make extensive use of the "clone" feature for bills, expenses, invoices, etc. This cuts down significantly on both the amount of typing that needs to be done manually and, more importantly, the mental overhead of choosing the

    • Zoho Books - How to Invoke a Custom Function in Schedulers

      We have multiple schedulers that send emails to customers in batches. Currently, we are maintaining the same code across several schedulers. Is it possible to use a custom function inside a scheduler script? If yes, how can we invoke the custom function

    • Special characters (like â, â, æ) breaking when input in a field (encoding issue)

      Hey everyone, We are currently dealing with a probably encoding issue when we populate a field (mostly but not exclusively, 'Last Name' for Leads and Contracts). If the user manually inputs special characters (like ä, â, á etc.) from Scandinavian languages,

    • Set Custom Icon for Custom Modules in new Zoho CRM UI

    • All new Address Field in Zoho CRM: maintain structured and accurate address inputs

      The address field will be available exclusively for IN DC users. We'll keep you updated on the DC-specific rollout soon. It's currently available for all new sign-ups and for existing Zoho CRM orgs which are in the Professional edition. Latest update

    • is there any way to change the "chat with us now" to custom message?

      is there any way to change the "chat with us now" to custom message? I want to change this text

    • Notes badge as a quick action in the list view

      Hello all, We are introducing the Notes badge in the list view of all modules as a quick action you can perform for each record, in addition to the existing Activity badge. With this enhancement, users will have quick visibility into the notes associated

    • Is Zoho Live Chat compatible with WordPress CMS?

      Hello, I have a website called www.jjrlab.com and I'm interested in using Zoho Chat on it. Does it support WordPress CMS? Thanks.

    • Introducing spam detection for webforms: An additional layer of protection to keep your Zoho CRM clean and secure

      Greetings all, One of the most highly anticipated feature launches—Spam Detection in webforms—has finally arrived! Webforms are a vital tool for record generation, but they're also vulnerable to submissions from unauthenticated or malicious sources, which

    • Bring your CRM and Desk app inside SalesIQ with widgets

      Have you ever been confused and frustrated with multiple open tabs and switching back and forth from SalesIQ to other apps to perform your business-specific operations? How effective would it be to have all the required tools and data of the apps you

    • Speak Your Customers' Language: SalesIQ's chatbots now support 30 languages 🤖

      We're unveiling some major upgrades to our chatbot that are set to revolutionize your experience! Now SalesIQ support 30 languages for both Zobot and Answer bot. By speaking your customers' language, you can enhance engagement, improve customer satisfaction,

    • Repeat Column merge in ZOHO writer columns doesn't allow to set max columns per row

      I'm using ZOHO writer to merge data from a ZOHO CRM subform and I want it to make a table. We're using Insert Table for Column Repeat, because this is what we need. (Name of column (Teamname) and underneath that a list of names of teammembers). It works

    • Persisting email signals to contact timeline?

      Hello there. Regarding the email signals that are logged when a contact opens an email, am I correct that these signals are not logged to a contact's timeline? Ideally, I would like to have this context available for future follow-ups, if the contact

    • Trouble with using Apostrophe in Name of Customers and Vendors

      We have had an ongoing issue with how the system recognizes an apostrophe in the name of customers and vendors. The search will not return any results for a name that includes the mark; ie one of our vendors names is "L'Heritage" and when entering the

    • Really want the field "Company" in the activities module!

      Hi team! Something we are really missing is able to see the field Company when working in the activities module. We have a lot of tasks and need to see what company it's related to. It's really annoying to not be able to see it.🙈 Thx!

    • Upcoming update to Google Drive integration in Zoho Creator

      Hello everyone, We're writing to inform you about an upcoming update to how Zoho Creator integrates with Google Drive. In Zoho Creator, during actions like importing files to create an app or attaching files to fields, you can choose files directly from

    • Managing Scheduled Replies

      Communication is most effective when the intended message reaches the right person at the right time. However, this can be challenging when communication occurs across different time zones. By scheduling replies, businesses can ensure that responses reach

    • Show price book list price

      When using price books, once you add products to the price book in the Products related list you can display the Unit price which is the default list price; however, there is no option to show the price book list price. To see the price book list price

    • Allow Attaching Quartz Recordings to Existing Zoho Support Tickets

      Hi Zoho Team, We would like to request an enhancement to how Zoho Quartz recordings integrate with Zoho Support tickets. Current Behavior: At the moment, each Quartz recording automatically creates a new support ticket. However, in many real-world scenarios:

    • Next Page