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 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

                                                                                                          • Restricting contact creation

                                                                                                            Hi all! I am looking to use Zoho Desk in a part of the business that takes end user enquiries. These are generally single interactions, and not linked to an account name. As Desk is Account centric, has anyone designed a way to manage these incoming emails
                                                                                                          • Import Holiday Calendars

                                                                                                            HI Zoho Is there anyway of importing an online calendar like https://www.calendarlabs.com into the business hours calendars, to speed up setup of holiday calendars. Also could we also request a feature where you can specify a Holiday as hours, i.e it could be that the company is on a 1/2 day due to a holiday or when it is Eid in the UAE and they are only allowed to work restricted hours so we need the calendar to be flexible to allow for this. Regards Jamie
                                                                                                          • Filtering Tickets based on Email headers

                                                                                                            We're starting to get a lot more junk coming into our Zoho Desk, which is then triggering unnecessary email alerts to agents. Once thing we could do to cut this junk in half, is to filter tickets based on email headers. Any email containing the `List-Unsubscribe`
                                                                                                          • Error 550 5.4.1

                                                                                                            I’ve tried sending an email to someone but keep receiving this back. Any help would be greatly appreciated 
                                                                                                          • Billing Management: #2 Fair way of Billing- Prorated Billing

                                                                                                            Hello, From speaking about the traditional ways of billing in the previous post, we are moving into the deep sea of billing. We are now in a zone to break out the most complex yet, I would call it the fairest way of billing, the Prorated Billing. Prorated
                                                                                                          • Has Anyone successfully integrated Zoho and Sage Intact?

                                                                                                            Hey all, We’re evaluating Zoho One + Sage Intacct and I’m trying to connect with anyone who has actually implemented the two together.Specifically, I’d love to know: -- Which functions you kept in Zoho vs. Intacct (e.g., Product Catalog, AR/AP, invoicing,
                                                                                                          • Adding image in HTML report page

                                                                                                            Hi, I want to know two things: 1. Can anyone advise how to add an image in HTML report. The tagged used is <img> but what path do I mention for the image to be added in the HTML report. 2. Also, I want to know if I am creating an application for the market
                                                                                                          • How to change view of HTML report based on device but always print in A4

                                                                                                            Hello everyone, I am aware that HTML report view can be configured to adjust according to the screen size like Laptop, Tablet and mobile using media queries. But my concern is no matter on which device the reports is opened when printed should always
                                                                                                          • Age Calculation

                                                                                                            I've attempted to calculate the age of someone based on their birthday input by using the formula field. It works but I don't want all those decimals on there. I then tried to use "set variable" after birthday input but I get a field type mismatch, long vs. floating. Any ideas would be wonderful.
                                                                                                          • Search on Custom Field

                                                                                                            We're working on an integration with the Zoho FSM API and are trying to retrieve companies based on a custom field we added to the Companies module. However, we can't find a way to filter or query records using custom fields through the API. We have a
                                                                                                          • Sendmail function / custom action?

                                                                                                            I've setup a function hoping to email various business departments the details of a record once all work in that record is complete so gone about setting up a custom action in such way that each record line on the report has a button to click. Question is how do I actually include data from that record in the email that is sent when the button is clicked? I had thought that since this were being sent per record the email would include the data which had been entered
                                                                                                          • API to post drafts for social media

                                                                                                            I we want to post draft posts to our zoho social account and then approve and schedule them within Zoho social. is this possible with for example: https://apis.zoho.com/social/v2/post TIA Jon
                                                                                                          • What impactful sales coaching techniques have you used to boost your team's performance?

                                                                                                            I'm curious about the real-world impact of sales coaching on team performance. What specific techniques or strategies have you found most effective in driving consistent improvement and growth in your sales team? Any success stories or lessons learned
                                                                                                          • Adding Taxes to paid consultations in Zoho Bookings

                                                                                                            I created a 'paid' consultation under Zoho Booking and integrated it with payment gateways for online/instant payment before a booking is done. How can I add 'taxes' to the price of consultation? I can add taxes to other Zoho apps (liks Books, Checkout,
                                                                                                          • Zoho Finance Suite - Customer Custom Tabs - Dynamic Link

                                                                                                            Hi Finance Suite team, When creating a Custom Tab for a Client Portal, there is no option to add dynamic parameters. This would be very helpful for adding Zoho Analytics dashboards which can be dynamically filtered through the URL to only show information
                                                                                                          • Possible to bold or indent text in the description field?

                                                                                                            As part of one item, I often have a detailed description that would be much easier to read if there was the ability to have a bulleted list or bold text and the like. Is this possible? My last invoicing software allowed markup in the field so, for example, an asterisk meant a bullet. I haven't been able to find any documentation related to this.  Any information would be appreciated. Thank you.
                                                                                                          • Formatting of Balance Sheet and Profit & Loss Reports

                                                                                                            The default format of the Balance Sheet and P&L Reports are based on the Account Types and then the individual accounts within the Chart of Accounts. These are then ordered alphabetically under these sub-headings and one is unable to re-order these or
                                                                                                          • UK MTD reports concerning turnover and cerash accounting

                                                                                                            Hi I am a sole trader, and I have just started with Zoho Books in order to comply with the new HMRC requirements. I use 'cash basis' - which I understand to mean that income is when the cash comes in (not the invoice date) and expenses are when they are
                                                                                                          • Retainer Invoice.

                                                                                                            Why ZOHO not have facilities to deduct partially advance payment from an invoice.
                                                                                                          • Share saved filters between others

                                                                                                            Hi, I am in charge to setup all zoho system in our company. I am preparing saved filters for everybody, but the only one can see its me. How can others see it? Thanks
                                                                                                          • Kanban view on Zoho CRM mobile app!

                                                                                                            What is Kanban? The name doesn't sound English, right? Yes, Kanban is a Japanese word which means 'Card you can see'. As per the meaning, Kanban in CRM is a type of list view in which the records will be displayed in cards and categorized under the given
                                                                                                          • Presenting ABM for Zoho CRM: Expand and retain your customers with precision

                                                                                                            Picture this scenario: You're a growing SaaS company ready to launch a powerful business suite, and are looking to gain traction and momentum. But as a business with a tight budget, you know acquiring new customers is slow, expensive, and often delivers
                                                                                                          • No practical examples of how survey data is analyzed

                                                                                                            There are no examples of analysis with analytics of zoho survey data. Only survey meta data is analyzed, such as number of completes, not actual analysis of responses, such as the % in each gender, cross-tabulations of survey responses. One strange characteristic
                                                                                                          • Zoho Creator as LMS and Membership Solution

                                                                                                            My client is interested in using Zoho One apps to deploy their membership academy offer. Zoho Creator was an option that came up in my research: Here are the components of the program/offer: 1. Membership portal - individual login credentials for each
                                                                                                          • Adding Chargebee as a Data Connector

                                                                                                            Is it possible to get Chargebee added as a Zoho Analytics data connector?
                                                                                                          • Webform & spam

                                                                                                            Hi, We set up 2 webform on our website, fowarding the content to Zoho CRM. Since it has been opened up, we are getting lot of spam message (for now about 20 a day). To lower the  amount of false new leads we added the captcha field and new enquieries are send to the Approval Leads list. However we still get some spam. Is there any "anti spam" mechanism built in Zoho CRM, or how is the best way to avoid these kind of spam ? Thanks
                                                                                                          • Dropbox to Workdrive

                                                                                                            Namaste, Trust you all are doing well. Wanted to check how this can be done with Zoho flow. I typically receive dropbox links from my clients. Is there a way where I can provide the link to Zoho flow and it downloads the files from dropbox link to a work
                                                                                                          • Deals by Stages Funnel not showing in correct order

                                                                                                            Using the Stage-Probability Mapping for the Deals module we have created a steps our deals will pass through, RFQ, Closed/Lost, Declined/No-Go, Pricing, Submitted, Negotiations, Won. However when I view the Deal By Stages Funnel it does not show in the
                                                                                                          • Confirmation prompt before a custom button action is triggered

                                                                                                            Have you ever created a custom button and just hoped that you/your users are prompted first to confirm the action? Well, Zoho knows this concept. For example, in blueprint, whenever we want to advance to the next state by clicking the transition, it is
                                                                                                          • How to create auto populate field based on custom module in Zoho CRM?

                                                                                                            Hello, i'm still new to Zoho CRM and work as administrator in my company. Currently, I'm configuring layout for Quotes Module. So, the idea is, I've created a read-only field in Quotes called "Spec". I want this field automatically filled with Specification
                                                                                                          • Rich Text For Notes in Zoho CRM

                                                                                                            Hello everyone, As you know, notes are essential for recording information and ensuring smooth communication across your records. With our latest update, you can now use Rich Text formatting to organize and structure your notes more efficiently. By using
                                                                                                          • Office 365 and CRM mail integration: permission required

                                                                                                            Has anyone run into this weird problem? My email server is Office 365. When I try to configure Zoho CRM to use this server, a Microsoft popup window opens requesting user and password. After entering that, I get a message in the Microsoft window saying
                                                                                                          • Tables improvement ideas / features

                                                                                                            Heya, I've been using Zoho Tables for a few months now and wanted to post some features that I think will be greatly beneficial for the tool: 1. Ability to delete a record in automation or move a record in automation. - Usecase: I move a record from one
                                                                                                          • Deluge - Can't get phone number SalesIQ

                                                                                                            Hey folks, I’m building a custom plug for SalesIQ that’s supposed to register leads into Zoho CRM. The SalesIQ chat is being implemented on WhatsApp, and in my plug I’m using this line: mobile_clean = session.get("phone").get("value"); From what I understand,
                                                                                                          • Zoho Desk - Community

                                                                                                            As a regular user of Zoho Cares Community I would really love to see the publish date of articles. For example, when I look at Announcements, it would be very beneficial to see which ones were posted recently, over those which have just and a recent comment.
                                                                                                          • access to quartz for my customers

                                                                                                            Hi how can I have access to the application quartz you use for us to send you screen rocording, this feature would be immensely useful for our customers support https://quartz.zoho.com/
                                                                                                          • Issue with Inline Images in Email Reply via Zoho Desk API

                                                                                                            Hi, I am attempting to send inline images in an email reply using the Zoho Desk API, but the images are not being displayed inline for the recipient. I have followed this documentation: https://desk.zoho.com/DeskAPIDocument#Uploads https://desk.zoho.com/DeskAPIDocument#Threads#Threads_SendEmailReply
                                                                                                          • How to search a value stored in a subform?

                                                                                                            Hello, We store serial numbers in subforms but now we would like to be able to search the values to be able to easily find the record with the serial number. I saw that it's not possible to search such values through global search but is it possible to do it an other way? Thank you,
                                                                                                          • Field Dependency Not Working on Detail Page in Zoho Desk

                                                                                                            Hi Support Team, I’ve created field dependencies between two fields in Zoho Desk, and they are working correctly on the Create and Edit layouts. However, on the Detail page, the fields are not displaying according to the dependencies I’ve set — they appear
                                                                                                          • How do the keyword critera work?

                                                                                                            Hi, I'm working on automated assignment of tickets based on keywords. How does this feature work? Where does this criteria look for keywords - email address, subject, email body? Can you please clarify this as I want to avoid overlapping with criteria
                                                                                                          • Next Page