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!

    Access your files securely from anywhere









                          Zoho Developer Community




                                                • 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


                                                          Manage your brands on social media



                                                                Zoho TeamInbox Resources



                                                                    Zoho CRM Plus Resources

                                                                      Zoho Books Resources


                                                                        Zoho Subscriptions Resources

                                                                          Zoho Projects Resources


                                                                            Zoho Sprints Resources


                                                                              Qntrl Resources


                                                                                Zoho Creator Resources



                                                                                    Zoho CRM Resources

                                                                                    • CRM Community Learning Series

                                                                                      CRM Community Learning Series


                                                                                    • Kaizen

                                                                                      Kaizen

                                                                                    • Functions

                                                                                      Functions

                                                                                    • Meetups

                                                                                      Meetups

                                                                                    • Kbase

                                                                                      Kbase

                                                                                    • Resources

                                                                                      Resources

                                                                                    • Digest

                                                                                      Digest

                                                                                    • CRM Marketplace

                                                                                      CRM Marketplace

                                                                                    • MVP Corner

                                                                                      MVP Corner







                                                                                        Design. Discuss. Deliver.

                                                                                        Create visually engaging stories with Zoho Show.

                                                                                        Get Started Now


                                                                                          Zoho Show Resources

                                                                                            Zoho Writer

                                                                                            Get Started. Write Away!

                                                                                            Writer is a powerful online word processor, designed for collaborative work.

                                                                                              Zoho CRM コンテンツ






                                                                                                Nederlandse Hulpbronnen


                                                                                                    ご検討中の方




                                                                                                          • Recent Topics

                                                                                                          • Zoho Projects app update: Voice notes for Tasks and Bugs module

                                                                                                            Hello everyone! In the latest version(v3.9.37) of the Zoho Projects Android app update, we have introduced voice notes for the Tasks and Bugs module. The voice notes can be added as an attachment or can be transcribed into text. Recording and attaching
                                                                                                          • zurl URL shortener Not working in Zoho social

                                                                                                            zurl URL shortener Not working in while creating a post in Zoho social
                                                                                                          • In the Zoho CRM Module I have TRN Field I should contain 15 digit Number , If it Contain less than 15 digit Then show Alert message on save of the button , If it not contain any number not want to sh

                                                                                                            Hi In the Zoho CRM Module I have TRN Field I should contain 15 digit Number , If it Contain less than 15 digit Then show Alert message on save of the button , If it not contain any number not want to show alert. How We can achive in Zoho CRm Using custom
                                                                                                          • Zoho Bookings know-how: A hands-on workshop series

                                                                                                            Hello! We’re conducting a hands-on workshop series to help simplify appointment scheduling for your business with Zoho Bookings. We’ll be covering various functionalities and showing how you can leverage them for your business across five different sessions.
                                                                                                          • Custom report

                                                                                                            Hello Everyone I hope everything is fine. I've tried to To change the layout of the reports, especially the summary page report, and I want to divide summary of each section in the survey but I can't For example: I have a survey containing five different
                                                                                                          • Zoho Journey - ZOHO MARKETING AUTOMATION

                                                                                                            I’ve encountered an issue while working with a journey in Zoho Marketing Automation. After creating the journey, I wanted to edit the "Match Criteria" settings. Unfortunately: The criteria section appears to be locked and not editable. I’m also unable
                                                                                                          • Custom Fields in PDF outputs

                                                                                                            I created a couple of custom fields. e.g Country of Origin and HS Tariff Code. I need these to appear on a clone of a sales order PDF template but on on the standard PDF template. When I select "appear on PDFs' it appears on both but when I don't select
                                                                                                          • How to create a Service Agreement with Quarterly Estimate

                                                                                                            Hello, I'm not sure if this has been asked before so please don't get mad at me for asking. We're an NDIS provider in Australia so we need to draft a Service Agreement for our client. With the recent changes in the NDIS we're now required to also include
                                                                                                          • Change Currency symbol

                                                                                                            I would like to change the way our currency displays when printed on quotes, invoices and purchase orders. Currently, we have Australian Dollars AUD as our Home Currency. The only two symbol choices available for this currency are "AU $" or "AUD". I would
                                                                                                          • Zoho Social - Post Footer Templates

                                                                                                            As a content creator I often want to include some information at the end of most posts. It would be great if there was an option to add pre-written footers, similar to the Hashtag Groups at the end of posts. For example, if there is an offer I'm running
                                                                                                          • Allow to pick color for project groups in Zoho Projects

                                                                                                            Hi Zoho Team, It would be really helpful if users could assign colors to project groups. This would make it easier to visually distinguish groups, improve navigation, and give a clearer overview when managing multiple projects. Thanks for considering
                                                                                                          • Zoho Books - Quotes to Sales Order Automation

                                                                                                            Hi Books team, In the Quote settings there is an option to convert a Quote to an Invoice upon acceptance, but there is not feature to convert a Quote to a Sales Order (see screenshot below) For users selling products through Zoho Inventory, the workflow
                                                                                                          • Can't find imported leads

                                                                                                            Hi There I have imported leads into the CRM via a .xls document, and the import is showing up as having been successful, however - when I try and locate the leads in the CRM system, I cannot find them.  1. There are no filters applied  2. They are not
                                                                                                          • Custom Button Disappearing in mobile view | Zoho CRM Canvas

                                                                                                            I'm working in Zoho CRM Canvas to create a custom view for our sales team. One of the features I'm adding is a custom button that opens the leads address in another tab. I've had no issue with this in the desktop view, but in the mobile view the button
                                                                                                          • The connected workflow is a great idea just needs Projects Integrations

                                                                                                            I just discovered the connected workflows in CRM and its a Great Idea i wish it was integrated with Zoho Projects I will explain our use case I am already trying to do something like connected workflow with zoho flow Our requirement was to Create a Task
                                                                                                          • Zoho Projects MCP Feedback

                                                                                                            I've started using the MCP connector with Zoho Projects, and the features that exist really do work quite well - I feel this is going to be a major update to the Zoho Ecosystem. In projects a major missing feature is the ability to manage, (especially
                                                                                                          • email template

                                                                                                            How do I create and save an email template
                                                                                                          • Enhancements in Portal User Group creation flow

                                                                                                            Hello everyone, Before introducing new Portal features, here are some changes to the UI of Portals page to improve the user experience. Some tabs and options have been repositioned so that users can better access the functionalities of the feature. From
                                                                                                          • Can I add Conditional merge tags on my Templates?

                                                                                                            Hi I was wondering if I can use Conditional Mail Merge tags inside my Email templates/Quotes etc within the CRM? In spanish and in our business we use gender and academic degree salutations , ie: Dr., Dra., Sr., Srta., so the beginning of an email / letter
                                                                                                          • email moderation issue when email is sent in the name of a mail group

                                                                                                            Symptom: an email that is sent by a mail group moderator in the name of a moderated mail group is held back for approval. Reproduction: Create a moderated mail group with members and moderators. Allow that mails can be sent in the name of the group (extended settings). Send an email to the group as a group moderator, but in the name of the group. This mail is held back for moderation which is unexpected. Expected: A mail sent by group moderator to a moderated group are not held back for moderation
                                                                                                          • blank page after login

                                                                                                            blank page after logging into my email account Thanks you
                                                                                                          • Always display images from this sender – Is this feature available?

                                                                                                            In Zoho mail, I had my "Load external images" setting set to "Ask me", and that's fine. That's the setting I prefer. What's not fine though is I always need to tick "Display now" for each email I get, regardless if I've done that multiple times from several
                                                                                                          • Free webinar: Security that works: Building resilience for the AI-powered workforce

                                                                                                            Hello there, Did you know that more than 51% of organizations worldwide have experienced one or more security breaches, each costing over $1 million in losses or incident response? In today’s threat landscape, simply playing defense is no longer enough.
                                                                                                          • Zoho Notebook Sync problem

                                                                                                            I'm facing a problem with syncing of notebook on android app. It's not syncing. Sometimes it syncs after a day or two.  I created some notes on web notebook but it's not syncing on mobile app. Please help!!!!
                                                                                                          • Cant Save Gauge on Creator Page

                                                                                                            How to Save Gauge on Creator Page see movie https://vimeo.com/1116410860?share=copy#t=0
                                                                                                          • Apply Advance option not shown in report

                                                                                                            We are facing an issue in Zoho Expenses. While approving an Expense Report, the "Apply Advance" option is not appearing under the three dots (More Options). Details: Module: Expense Reports Issue: "Apply Advance" option not visible Status of Report: Awaiting
                                                                                                          • Auto Capitalize First Letter of Words

                                                                                                            Hi I am completely new to ZOHO and am trying to build a database. How can i make it when a address is entered into a form field like this: main st it automatically changes is to show: Main St Thank You
                                                                                                          • Follow-up emails via Workflow Automation not staying in the same thread

                                                                                                            Dear Zoho Support Team, I am currently using Workflow Automation in Zoho Campaigns to send follow-up emails. In my test case, I noticed the following behavior: All emails in the automation have the same subject line. If the follow-up email is sent within
                                                                                                          • Client Script refuses to set an initial value in Subform field

                                                                                                            I tried a very simple, 1 line client script to set a default value in a custom subform field when the "Add Row" button is clicked and the user is entering data. It does not work - can someone tell me why? ZDK documentation suggests this should be doable.
                                                                                                          • Help Center IFrame Issue

                                                                                                            I have had a working Help Center on my website using an iframe for a while. But now for some reason the sign in page gets a refused to connect error. Can someone please help. If I go to the url manually it works correclty
                                                                                                          • Comment Templates

                                                                                                            Is it possible to add a template option for comments? We have some agents in the process who's responses require a pre-formatted layout. It would be incredibly handy to have a template for them where they can insert the template and then add their responses
                                                                                                          • [ZohoDesk] Improve Status View with a new editeble kanban view

                                                                                                            A kanban view with more information about the ticket and the contact who created the ticket would be valueble. I would like to edit the fields with the ones i like to see at one glance. Like in CRM where you can edit the canvas view, i would like to edit
                                                                                                          • Adding Markdown text using Zoho Desk API into the Knowledge Base

                                                                                                            Hi Zoho Community members, We currently maintain the documentation of out company in its website. This documentation is written in markdown text format and we would like to add it in Zoho Knowledge Base. Do you know if there is REST API functionality
                                                                                                          • An Exclusive Session for Zoho Desk Users: AI in Zoho Desk

                                                                                                            A Zoho Community Learning Initiative Hello everyone! This is an announcement for Zoho Desk users and anyone exploring Zoho Desk. With every nook and corner buzzing, "AI's here, AI's there," it's the right time for us to take a closer look at how the AI
                                                                                                          • Shared values: From classroom lessons to teaching moments in customer service

                                                                                                            While the world observes Teachers’ Day on October 5, in India, we celebrate a month earlier, on September 5, to mark the birth anniversary of Dr. Sarvepalli Radhakrishnan, a great teacher, renowned scholar, educationist, and advocate for empowerment.
                                                                                                          • Create a list of customers who participated in specific Zoho Backstage events and send them an email via Zoho CRM

                                                                                                            How to create a list of customers who participated in specific Zoho Backstage events and send them an email via Zoho CRM? I was able to do a view in CRM based on customer that registered to an event, but I don't seems to be able to include the filter
                                                                                                          • Zoho Desk blank page

                                                                                                            1. Click Access zoho desk on https://www.zoho.com/desk/ 2. It redirects to https://desk.zoho.com/agent?action=CreatePortal and the page is blank. Edge browser Version 131.0.2903.112 (Official build) (arm64) on MacOS
                                                                                                          • I hate the new user UI with the bar on the left

                                                                                                            How can I reverse this?
                                                                                                          • Question regarding import of previous deals...

                                                                                                            Good afternoon, I'm working on importing some older deal records from an external sheet into the CRM; however, when I manually click "Add New Deal" and enter the pertinent information, the deal isn't appearing when I look at the "Deals" bar on the account's
                                                                                                          • Client Script also planned for Zoho Desk?

                                                                                                            Hello there, I modified something in Zoho CRM the other day and was amazed at the possibilities offered by the "Client Script" feature in conjunction with the ZDK. You can lock any fields on the screen, edit them, you can react to various events (field
                                                                                                          • Next Page