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

                                                                                                              • How can I check all announce?

                                                                                                                Hiii, May I ask how can I check all the announce based on broadcast date instead of reply date based So that I will not will miss out any new function
                                                                                                              • Recurring Automated Reminders

                                                                                                                Hi, The reminders feature in Zoho Books is a really helpful feature to automate reminders for invoices. However, currently we can set reminders based on number of days before/after the invoice date. It would be really helpful if a recurring reminder feature
                                                                                                              • Zobot Execution Logs & Run History (Similar to Zoho Flow)

                                                                                                                Dear Zoho SalesIQ Team, We would like to request an enhancement for Zoho SalesIQ Zobot: adding an execution log / run history, similar to what already exists in Zoho Flow. Reference: Zoho Flow In Zoho Flow, every execution is recorded in the History tab,
                                                                                                              • using the client script based on the look up filed i wnat to fetch the record details like service number , service rate

                                                                                                                based on selected service look up field iwant to fetch the service serial number in the serice form how i achive using client script also how i get the current date in the date field in the on load of the form
                                                                                                              • Importing into Multiselect Picklist

                                                                                                                Hi, We just completed a trade show and one of the bits of information we collect is tool style. The application supplied by the show set this up as individual questions. For example, if the customer used Thick Turret and Trumpf style but not Thin Turret,
                                                                                                              • I need to know the IP address of ZOHO CRM.

                                                                                                                The link below is the IP address for Analytics, do you have CRM's? https://help.zoho.com/portal/ja/kb/analytics/users-guide/import-connect-to-database/cloud-database/articles/zoho-analytics%E3%81%AEip%E3%82%A2%E3%83%89%E3%83%AC%E3%82%B9 I would like to
                                                                                                              • Password Assessment Reports for all users

                                                                                                                I'm the super admin and looking at the reporting available for Zoho Vault. I can see that there is a Password Assessment report available showing the passwords/weak and security score by user. However I'm confused at the 'report generated on' value. Monitor
                                                                                                              • Allow people to sign a zoho form by using esign or scanned signature

                                                                                                                Allow people to sign a zoho form by using esign or scanned signature
                                                                                                              • Can't change form's original name in URL

                                                                                                                Hi all, I have been duplicating + editing forms for jobs regarding the same department to maintain formatting + styling. The issue I've not run into is because I've duplicated it from an existing form, the URL doesn't seem to want to update with the new
                                                                                                              • How to Print the Data Model Zoho CRM

                                                                                                                I have created the data model in Zoho CRM and I want the ability to Print this. How do we do this please? I want the diagram exported to a PDF. There doesnt appear to be an option to do this. Thanks Andrew
                                                                                                              • Customer ticket creation via Microsoft Teams

                                                                                                                Hi all, I'm looking to see if someone could point me in the right direction. I'd love to make it so my customers/ end users can make tickets, see responses and respond within microsoft teams. As Admin and an Agent i've installed the zoho assist app within
                                                                                                              • Transfer ownership of files and folders in My Folders

                                                                                                                People work together as a team to achieve organizational goals and objectives. In an organization, there may be situations when someone leaves unexpectedly or is no longer available. This can put their team in a difficult position, especially if there
                                                                                                              • Setting certian items to be pickup only

                                                                                                                How do we have some items that are pickup only? I have several items in my item's list that I do not ship. But they need to be on the website to be sold, and picked up in store. Need to be able to do this as one of these products is a major seller for
                                                                                                              • Using gift vouchers

                                                                                                                We would like to be able to offer a limited number of gift vouchers, of varying values, to our customers, and are looking for the best way to do this. We have looked at Coupons and Gift Certificates, but neither seem to fit the bill perfectly. Coupons:
                                                                                                              • Automatically updating field(s) of lookup module

                                                                                                                I have a lookup field, which also pulls through the Status field from the linked record. When the lookup is first done, the Status is pulled through - this works perfectly. If that Status is later updated, the lookup field does not update as well. As
                                                                                                              • Zoho Commerce and Third-party shipping (MachShip) API integration

                                                                                                                We are implementing a third-party shipping (MachShip) API integration for our Zoho Commerce store and have made significant progress. However, we need guidance on a specific technical challenge. Current Challenge: We need to get the customer input to
                                                                                                              • Adding custom "lookup" fields in Zoho Customization

                                                                                                                How can I add a second “lookup” field in Zoho? I’m trying to create another lookup that pulls from my Contacts, but the option doesn’t appear in the module customization sidebar. In many cases, a single work order involves multiple contacts. Ideally,
                                                                                                              • Can you import projects into Zoho Projects yet?

                                                                                                                I see some very old posts asking about importing project records into Zoho Projects. But I can't find anything up to date about the topic. Has this functionality been added? Importing tasks is helpful. But we do have a project where importing projects
                                                                                                              • Allocating inventory to specific SO's

                                                                                                                Is there a way that allocate inventory to a specific sales order? For example, let's say we have 90 items in stock. Customer 1 orders 100 items. This allocates all 90 items to their order, and they have a back order for the remaining 10 items which could
                                                                                                              • Introducing Workqueue: your all-in-one view to manage daily work

                                                                                                                Hello all, We’re excited to introduce a major productivity boost to your CRM experience: Workqueue, a dynamic, all-in-one workspace that brings every important sales activity, approval, and follow-up right to your fingertips. What is Workqueue? Sales
                                                                                                              • Zoho Inventory. Preventing Negative Stock in Sales Orders – Best Practices?

                                                                                                                Dear Zoho Inventory Community, We’re a small business using Zoho Inventory with a team of sales managers. Unfortunately, some employees occasionally overlook stock levels during order processing, leading to negative inventory issues. Is there a way to
                                                                                                              • Automation #10 - Auto Assign Ticket based on Keywords

                                                                                                                This is a monthly series designed to help you get the best out of Desk. We take our cue from what's being discussed or asked about the most in our community. Then we find the right use cases that specifically highlight solutions, ideas and tips on optimizing
                                                                                                              • Automate attendance tracking with Zoho Cliq Developer Platform

                                                                                                                I wish remote work were permanently mandated so we could join work calls from a movie theatre or even while skydiving! But wait, it's time to wake up! The alarm has snoozed twice, and your team has already logged on for the day. Keeping tabs on attendance
                                                                                                              • Reusable Custom Functions Across Department Workflows

                                                                                                                Dear Zoho Desk Team, We appreciate the powerful workflow automation capabilities in Zoho Desk, particularly the ability to create and use custom functions within workflows. However, we have encountered a limitation that impacts efficiency and maintainability.
                                                                                                              • Contact data removes Account data when creating a quote

                                                                                                                Hi, Our customer has address fields in their quote layout which should be the address of the Account. They prefill the information, adding the account name - the address data is populated as per what is in the account - great. However when they then add
                                                                                                              • Feature Request - Gift Cards or Gift Voucher Capability in Zoho Commerce

                                                                                                                Hi Zoho Commerce team, I'm comming accross more and more retail businesses who sell gift cards. As there is currently no way to manage this in Zoho Commerce, it is a blocker to addoption. This is particularly popular in Europe and North America. I recently
                                                                                                              • Don't Allow Customer to Edit Values After Submitting Ticket

                                                                                                                After a customer submits a ticket through the customer portal, they can go into the ticket and see some of the values from the questions they answered in the sidebar. Currently, a customer can edit these values even after they submitted them. This makes no sense. We ask very specific questions that we don't want customers to later change! Please disable the ability for customers to edit the values to their submission questions in the portal. Screenshot attached.
                                                                                                              • Analytics <-> Invoice Connection DELETED by Zoho

                                                                                                                Hi All, I am reaching out today because of a big issue we have at the moment with Zoho Analytics and Zoho Invoice. Our organization relies on Zoho Analytics for most of our reporting (operationnal teams). A few days ago we observed a sync issue with the
                                                                                                              • text length in list report mobile/tablet

                                                                                                                Is there a way to make the full text of a text field appear in the list report on mobile and tablet? With custom layouts, the text is always truncated after a certain number of characters.
                                                                                                              • Automation #4 - Auto Delete Tickets based on Rules

                                                                                                                This is a monthly series in which we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Unwanted tickets spamming
                                                                                                              • Automation #3 - Auto-sync email attachments to tickets

                                                                                                                This is a monthly series where we pick some common use cases that have been either discussed or most asked about in our community and explain how they can be achieved using one of the automation capabilities in Zoho Desk. Most of our customers use email
                                                                                                              • Automation #11 - Auto Update Custom Fields with Values from Emails

                                                                                                                This is a monthly series designed to help you get the best out of Desk. We take our cue from what's being discussed or asked about the most in our community. Then we find the right use cases that specifically highlight solutions, ideas and tips to optimize
                                                                                                              • Automation #13 - Auto assign tickets based on agent shift time

                                                                                                                This is a monthly series designed to help you get the best out of Desk. We take our cue from what's being discussed or asked about the most in our community. Then we find the right use cases that specifically highlight solutions, ideas and tips to optimize
                                                                                                              • Automation #14: Capture Jira Issue Key/ID in a Ticket Custom Field

                                                                                                                Hello Everyone! This month's edition brings you a custom function to consolidate your records associated with Jira integration. Jira integration enables support engineers and R&D units to collaborate seamlessly on feature development, product improvement,
                                                                                                              • Automation #16: Automate Ticket Reopening on Scheduled Timestamp

                                                                                                                Hello Everyone! This edition uncovers the option to schedule reopening a ticket automatically. Zylker Finance tracks insurance policyholder activities through Zoho Desk. For policyholders who pay monthly premiums, tickets are closed upon payment completion.
                                                                                                              • Automation#19:Auto-Close Tickets Upon Task Completion

                                                                                                                Hello Everyone! We’re excited to bring you another custom function this week. In this edition, we’ll show you how to automatically close tickets when all associated tasks are marked as completed. Let’s see how ZylkaPure, a leading water filter company,
                                                                                                              • Automation #15: Automatically Adding Static Secondary Contacts

                                                                                                                Rockel is a top-tier client of Zylker traders. Marcus handles communications with Rockel and would like to add Terence, the CTO of Zylker traders to the email conversations. In this case, the emails coming from user address rockel.com should have Terence
                                                                                                              • How to apply customized Zoho Crm Home Page to all users?

                                                                                                                I have tried to study manuals and play with Zoho CRM but haven't found a way how to apply customized Zoho CRM Home Page as a (default) home page for other CRM users.. How that can be done, if possible? - kipi Moderation Update: Currently, each user has
                                                                                                              • City field suggestion in Zoho Books

                                                                                                                Hi team, We are using Customers module in Zoho Books. In the Address section, we want to understand whether the City field can show suggestions while typing using any API or built-in feature. For example, if a user types “Mum”, can the system suggest
                                                                                                              • Improved UX design for Projects CRM integration

                                                                                                                The current integration embeds the entier projects inteface into the CRM this is confusing and allows users to get lost. For example as a user i navigate to an account and go down to the related projects list and want to get information about a specific
                                                                                                              • Next Page