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!

      Zoho Campaigns Resources


        • 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

          Zoho CRM Plus Resources

            Zoho Books Resources


              Zoho Subscriptions Resources

                Zoho Projects Resources


                  Zoho Sprints Resources


                    Zoho Orchestly Resources


                      Zoho Creator Resources


                        Zoho WorkDrive Resources



                          Zoho CRM Resources

                          • CRM Community Learning Series

                            CRM Community Learning Series


                          • Tips

                            Tips

                          • Functions

                            Functions

                          • Meetups

                            Meetups

                          • Kbase

                            Kbase

                          • Resources

                            Resources

                          • Digest

                            Digest

                          • CRM Marketplace

                            CRM Marketplace

                          • MVP Corner

                            MVP Corner




                            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



                                ご検討中の方

                                  • Recent Topics

                                  • Automatic Department and Employee Sync Between Zoho One and Zoho People

                                    Dear Zoho Support, I'm writing to propose a valuable feature request that would streamline data management and improve user experience within the Zoho ecosystem: automatic synchronization between departments and employees in Zoho One and Zoho People.
                                  • Prefered Bin Missing in android APP

                                    Andoroid app dosent show preferred bin in the picklist. The workaround support reccomend is to use the computre to create the picklist. it shuld be information to be shown aas basic for the pciker.
                                  • Open Sans Font in Zoho Books is not Open Sans.

                                    Font choice in customising PDF Templates is very limited, we cannot upload custom fonts, and to make things worse, the font names are not accurate. I selected Open Sans, and thought the system was bugging, but no, Open Sans is not Open Sans. The real
                                  • Function #1: Convert an accepted Estimate to Sales Order automatically in Zoho Books

                                    As you’re aware, Zoho Books provides a default option to have the estimates automatically converted to invoices once your customer accepts them. Many of you wanted a similar option for sales orders, so here’s a workflow that converts accepted estimates
                                  • Reusable Jira Connection for Multiple Zoho Projects Imports

                                    Hello Zoho Projects Team, We would like to raise a concern and submit a feature request regarding the Jira → Zoho Projects migration process, specifically around how Jira connections are handled. Current Behavior: When setting up a Jira connection for
                                  • Zoho invoice doesn't support Arabic language

                                    I added a clause in the terms & conditions section in Arabic but it doesn't appear when I sent or print it.
                                  • Recurring Invoice Placeholder Not Updating Billing Period

                                    Hi, I’m using Zoho Invoice Free and want the billing period to update automatically in recurring invoices. In Item Description I tried: Billing Period: %(m-6)% %(y)% to %(m-1)% %(y)% but even if the invoice date is in 2026, it still shows the period based
                                  • Related list Mobile Device

                                    Hello, We use an the Zoho creator application to make reports linked to Accounts. On the computer: it's easy to go the Account and see all the created reports in the related list below On iPad/Phone ZOHO CRM APP: we cannot see the reports on those accounts
                                  • Can't update the company address in zoho invoice

                                    Dear Sir/Madam, I want to update the company address in Zoho Invoice but failed. It popped out a sentence "Invalid value passed for Website". Please advice how to solve this problem. Thank you.
                                  • Is there a plan to allow for the hierarchical organization of Customers / Companies in Zoho Billing?

                                    We have a few customers who have organizational structures that we haven't quite found a way to deal with in Zoho Billing. In CRM, these sub-companies (or subsidiaries or whatever you want to call them) all have another CRM account as the parent account.
                                  • 【Zoho CRM】作業リスト機能リリースのお知らせ

                                    ユーザーの皆さま、こんにちは。コミュニティチームの藤澤です。 今回は「Zoho CRM アップデート情報」の中から、作業リスト機能リリースのお知らせ情報をご紹介します。 目次 作業リスト機能 概要 機能① 自分の未完了の活動 機能② 処理待ち 機能③ 自分の作業リスト 作業リスト機能 概要 営業チームでは、CRM内に業務やデータが分散しているため、管理が煩雑になりがちです。この断片化は、機会の見逃しや生産性の低下につながります。 作業リスト機能は、タブを横断する業務項目をひとつのカスタマイズ可能なダッシュボードに集約し、業務を効率的に管理できるようにします。
                                  • SalesIQとPageSenseの利用について

                                    初めての投稿で場違いだったらすいません。 弊社ではSalesIQを運用しているのですが、追加でPageSenseの導入もしたいと現場からの声があります。 両サービスともクッキー同意バナーが必要なサービスなのですが 弊社では同意無しに情報はとりませんという方針なので 2つ入れると2つバナーを出す必要がでてきます・・・ 両サービスを運用されてる方があれば運用状況とか教えてほしいです。 PageSenseについては詳細まで機能を理解してないなかでの質問です。
                                  • Parent-Child Tickets using API or Deluge

                                    Hi Everyone, We are looking at the parent-child ticketing features in Zoho Desk. We want to be able to create a parent ticket at customer level and nest child tickets underneath. The issue we are facing is to be able to automate this. I'm checking the
                                  • Closing connected ticket after closing WA conversation

                                    Hi, At the moment, once someone sends a message to our WA number, a corresponding ticket is automatically created. After the question is answered, our support department closes the chat/conversation. However, after that, the connected ticket is still
                                  • Note sync turn off

                                    Hi, Is it possible to turn off notes sync between task notes and the parent module? (Account/Deal)
                                  • Basic Plan Active but Survey Creation Still Limited to 3 Surveys

                                    I have an active Basic (Monthly) subscription (valid period: Dec 24, 2025 – Jan 24, 2026), but the system still limits survey creation to only 3 surveys, which matches Free plan behavior. The subscription appears active in Portal Information, however
                                  • 2025 in Review: Powering Field Services Forward—One Feature at a Time

                                    As 2025 draws to a close, it’s time to pause and reflect on a year of meaningful progress at Zoho FSM. This year was all about listening closely to our customers and partners, building with purpose, and continuously improving the way field service teams
                                  • API Support for Creating Invoices with Batch-Tracked Items

                                    Hi Zoho Community, I am working on an integration where we create invoices in ERPNext and push them to Zoho Books. I need to send batch-tracked items (batch numbers) when creating invoices. I could not find any reference in the Zoho Books API documentation.
                                  • New to automation - please help

                                    Hi there! We are new to automations in Zoho. We built out one automation campaign and it seems to be firing off for some people but others not. Please advise what's the best practice or if anything we should tweak. Thank you so much!
                                  • Unable to Create Zoho Booking via the Book Appointment API

                                    Its giving the below error {     "response": {         "errormessage": "Error setting value for the variable:customer_details\n null",         "status": "Error"     } } Request: POST Url: https://www.zohoapis.in/bookings/v1/json/appointment attached Zoho-oauthtoken
                                  • Task Details on task template

                                    When creating a task template in settings that task details seem to be missing. Is it not possible to set the details of a task, such as the priority, type, reminder settings, and custom field values?
                                  • Building Toppings #3 -Testing and publishing Bigin toppings

                                    Hey Biginners! In previous forum posts, we discussed what a Bigin topping is and explored the Bigin Developer Console's features. In this post, we're going to create a topping from scratch and discuss how to test and publish it. Our topping will automate
                                  • markdown files?

                                    How can I import a markdown file into a note?
                                  • Mail to Zoho Notebook

                                    In the Instuctiosn I faound as email add@notebook.app In my account I see add@eu.notebook.app What is correct please
                                  • Auto-Invite Users to Portals in Zoho CRM based on Conditions

                                    Hello Everyone, You can now automate portal invitations in Zoho CRM with the new Auto-Invite users feature in Portal management. No more manually enabling portal access one by one. With this enhancement, you can automatically send invites for users to
                                  • Growth You can Count On: Zoho Billing's 2025 Journey

                                    As we wrap up 2025, we’re reflecting on a year rooted in steady progress and meaningful growth for Zoho Billing. Every enhancement we have introduced was built to support scalable and reliable billing growth for your business. From launching the Enterprise
                                  • Need help with creating workflow with Bigin and Clickup

                                    Can you please help me with this? I am trying to create a workflow in Zoho Flow wherein a bigin Pipeline deal moves to Decision Closing, it will create a task and subtasks in Clickup, under the condition/filter that the Deal name contains the word Social
                                  • [Webinar] Automate generation of wills, trusts, POAs, and other estate planning documents with Zoho Writer

                                    Managing the lifecycle of the estate planning documents such as wills, trusts, and POAs, from client intake to final storage, can be complex and time-consuming. Join our live webinar to learn how Zoho Writer transforms this process by automating document
                                  • Create / Update Rule in TeamInbox when record is updated in ZohoCRM using flow?

                                    I'm currently evaluating options and trying to work out if the possible scenario is possible; If a record in ZohoCRM is updated, take 2 of the fields from that - lets call them 'OrderRef' and 'OrderTo'. Using flow, if a record is added or updated, add
                                  • Plans to allow more columns of monitoring, and monitoring not only your own channels?

                                    Are their any plans to allow more columns of monitoring, and monitoring not only your own channels? Here's why - I'm sure I'm not alone in that we sell other brands products, so not only am I interested in my own brand social channels, but also the social
                                  • Unwrapping the best practices for the Zoho Desk mobile app: Part 1

                                    In focus: Empowering the field and frontline customer support representatives Imagine having to carry your computer everywhere to respond to customers, handle escalations, and update your process. This series presents you with efficient tips to handle
                                  • dealing with post dated cheques

                                    Hi, can you help me please the best way to deal with this We sell an item of three months duration that is paid for with post dated cheques in monthly stages example - item is sold £3000 Cheque 1 is for £1000 due at time of sale (say Sept) cheque 2 is dated 25th of next month (Oct) cheque 3 is dated 25th of next month +1 (Nov) Now, with invoice number one it's simple - i send a standard invoice as usual But with the other two here's what i want zoho to do next month i want it to send an invoice on
                                  • Is there a way to sell in a practical method multiple subscriptions of the same product? i.e. domain names

                                    In evaluating Zoho Billing, a hurdle to adopting it is that Zoho Billing does not seem designed to support businesses that sell multiple subscriptions of the same product. In our case, we need to sell and manage several domain names per client. Am I right
                                  • Paid Support Plans with Automated Billing

                                    We (like many others, I'm sure) are designing or have paid support plans. Our design involves a given number of support hours in each plan. Here are my questions: 1) Are there any plans to add time-based plans in the Zoho Desk Support Plans feature? The
                                  • Bug Report: "Name A-Z" sorting fails when Note titles start with an Emoji

                                    Hello, I recently migrated from Evernote (~2600 notes across 23 notebooks). I use emojis at the start of my note titles for visual organization. The Issue: When I set the view to Sort by: Name (A to Z), the sorting logic breaks for any note starting with
                                  • Copy & Paste not working

                                    I could create and save 10 new documents but when I go to copy and paste content (just text) into them, only 1 of 10 would save the content. It would appear to save the content but when I go back into the documents, they are empty.
                                  • Currency for Petty Cash

                                    Currencies for Petty Cash should be available
                                  • editing/applying online payments

                                    We have customers who pay part or all of an invoice and then cancel their service and want the payment as a credit to future work. It would be ideal if we could make it an excess payment and then void the invoice. I can't make it an excess payment because
                                  • Contacts per department

                                    Hello, Is it possible to limit Contacts to a Department? Thanks
                                  • This site can’t be reached mail.zoho.com took too long to respond

                                    In my office at any system, we couldnt able to login zoho email. it shows " This site can’t be reached mail.zoho.com took too long to respond". please fix it soon.
                                  • Next Page