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

                                  • Custom Function to increment a value by one

                                    Hi, I'm trying to find a solution to set up a counter on CRM records that tracks how many times certain actions have taken place. As a specific example: We have a field on Deals called "Times Close Updated". This starts at 0 on record creation. I'd like
                                  • Access token generate from the refresh token not working for API

                                    Dear Sir/Madam, When I use my refresh token to obtain new access_token, that token return INVALID_TOKEN when the same API is called. I made sure that my api site is correct and match the auth web site. However the original access_token work fine.
                                  • why does my campaign move back to draft?

                                    Every time I try to send my email campaign, it reverts back to Draft status.. this has happened three times in a row..how do i find out what the problem is? Thanks
                                  • Service and Parts Line Item Limitations

                                    Hi FSM Team, We work with clients who deliver large-scale field service projects. In many cases, a single work order can contain 200+ service and parts line items. Currently, Zoho FSM limits work orders to 30 service and parts line items. While this works
                                  • 【Zoho CRM】やりとりの要約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、新機能のやりとり要約機能をご紹介します。 Zoho CRMのやりとりの要約は、Ziaが生成する機能で、データに関連付けられた最近のやりとりを簡潔にまとめて提供します。 メール、通話、ミーティング、メモなどを1つの明確な要約にまとめ、重要なポイント、過去の話し合いの要点、結果、次のステップを表示することで、日常的な課題に対処します。 Ziaの強みは、単なる要約にとどまらず、内容の解釈も行える点です。やりとりの要約では、顧客との会話に潜む遅延、フォローアップ漏れ、約束、期限、感情、意図を特定します。
                                  • Recent post analytics not very useful

                                    Hi, I'm enjoying some aspects of the Zoho Social. like being able to schedule posts to multiple channels. However, the recent posts analytics is disappointing. For example, I put up a reel on Instagram and Facebook yesterday. Instagram insights shows
                                  • What happens to the files created by user, whose account is deleted.

                                    Hello, I created a folder in the My folders names "Quote" I shared the same with my colleague. She created some files and folders in that folder over the period of 1 and half year. Now she left company, and I deleted her account from Zoho. What happens
                                  • Internal Error When Accessing Team Inbox.

                                    All our users are seeing this error in teaminbox. Because its a critical tool kindly resolve this issue ASAP.
                                  • Sharing URLs and direct access

                                    Hello, I am storing my team's email signature images on Workdrive. I am creating a public image download share and adding “?directDownload=true” so that the image can be accessed without the Workdrive interface. A few questions: 1) Can we generate friendly
                                  • Zoho Mail Android app update: Calendar enhancements

                                    Hello everyone! In the most recent version of the Zoho Mail Android app update, we have introduced various new enhancements for the calendar module. Let's explore what's new. Drag and drop events to update the date and time We have enhanced the calendar
                                  • Enhance Delay Configuration in Zoho Flow

                                    Dear Zoho Flow Support Team, We are writing to request an improvement to the delay configuration process within Zoho Flow. Currently, users are required to manually enter the exact delay duration (e.g., "2 days") in the delay block. This can be time-consuming
                                  • Contratação ProdutivosX

                                    Bem-vindo(a) ao processo de contratação da ProdutivosX. Este formulário tem como objetivo coletar informações essenciais para análise de perfil profissional, alinhamento de competências e possível integração ao equipamento ProdutivosX. A ProdutivosX é
                                  • Enhance Sign CRM integration

                                    Hello all, I'm working on a custom Deluge script to enhance the integration between Zoho CRM and Sign by using a writer merge template for additional flexibility. I want to replicate the post-sign document integration that exists between CRM and Sign
                                  • Unified WhatsApp Number Management in Zoho Desk and SalesIQ

                                    Dear Zoho Desk Support Team, We are currently utilizing both Zoho Desk and Zoho SalesIQ for our customer support operations. While both platforms offer WhatsApp integration, we are facing challenges due to the requirement of separate WhatsApp numbers
                                  • Email Field Validation Incorrectly Rejects RFC-Compliant Addresses (Forward Slashes)

                                    I've encountered a validation issue with Zoho Creator's Email field that rejects RFC-compliant email addresses containing forward slashes, and I'm hoping the Zoho team can address this in a future update. The Issue When entering an email address containing
                                  • Plug Sample #15 - Enable Human-Like, Contextual Interactions in SalesIQ with Zia Agents

                                    Zia Agents are conversational AI assistants designed to understand user intent and respond intelligently, helping businesses automate conversations and offer personalized support at scale. While Zia Agents are yet to be publicly released, access is currently
                                  • Best way to schedule bill payments to vendors

                                    I've integrated Forte so that I can convert POs to bills and make payments to my vendors all through Books. Is there a way to schedule the bill payments as some of my vendors are net 30, net 60 and even net 90 days. If I can't get this to work, I'll have
                                  • Seamless Round-Trip Navigation for Related Blocks (Detail View)

                                    As highlighted previously in this post (and here, here, here, and here), we still lack a fundamental capability for seamless navigation in Related Blocks. The popup that appears when adding a related record doesn't exist for viewing/editing existing records,
                                  • Social Profile Logo Format

                                    Hello, I'm using Zoho Sites and am attempting to add a couple of social media accounts to my profile that aren't included in the default platforms that are available. What format is the logo required to be in? I have tried .png and .jpg with no success.
                                  • How to create Sepa Direct Debit XML file: solution and code

                                    Even though Books provides a payment integration for Stripe and Gocardless (in Europe) there are customers that want to use the Sepa services of their own bank. Mainly because Stripe and Gocardless are quite expensive. In that case they would need a Sepa
                                  • Traditional Spreadsheet vs Zoho Tables

                                    Hello everyone, This article explains the differences between Spreadsheet applications and no-code databases, such as Zoho Tables. While both tools belong to the "grid" family, the core difference lies in their purpose. A spreadsheet (such as Zoho Sheet,
                                  • RFQ MODEL

                                    A Request for quotation model is used for Purchase Inquiries to multiple vendors. The Item is Created and then selected to send it to various vendors , once the Prices are received , a comparative chart is made for the user. this will help Zoho books
                                  • Delegate Access - Mobile iOS/iPad

                                    We’re over the moon that delegate access is now available in Zoho Mail as we were nearly ready to switch platforms because of it! Is there a timeline on when delegate mailboxes will be accessible from the iOS and iPad OS applications? Thanks, Jake
                                  • Request For Quotation (RFQ) module

                                    Hello, Do you have any plans to implement a RFQ module in to ZOHO Inventory? I would like to chose items that I require a price for, select a number of different suppliers to e-mail and have them submit there pricing online. I would then like to see a
                                  • Support for Developing Zoho Recruit Extensions via Zoho Sigma

                                    Hi, I’m interested in building an extension for Zoho Recruit using Zoho Sigma. However, when I navigate to Sigma and attempt to create a new extension (via the "New Extension" option), Zoho Recruit does not appear as a listed service—only options like
                                  • FOLDER DISAPPEARED

                                    Hello Zoho Community. I recently found a problem with no explanation: a folder in Zoho Analytics just disappeared, but the tables and SQL sentences still existed, the folder was not deleted. The solution for me in this case was to create a new folder,
                                  • How to create estimates/Invoices with sub-totals

                                    Every other accounting package can create estimates and invoices with Sub-totals. How can I do that in ZohoBooks?
                                  • Deluge scripts

                                    Why is there not a search function to make it easier to find the script of interest when modifications are required.
                                  • Social media simplified with Zoho Social: Why should brands have a Threads profile?

                                    Just over a year ago, Instagram launched Threads, the all new social media app primarily focusing on sharing text online. It was welcomed by people worldwide with more than 10 million users in just seven hours, and it currently has over 175 million active
                                  • Auto tracking URL generation based on Carrier

                                    Hi, While creating a shipment order for a package in Zoho Books, I have a requirement that for example, if the carrier is Delhivery and tracking number is 1234, then can automatically the tracking link/URL be generated as www.delhivery.com/1234. Similary,
                                  • New Beginnings with Zoho Desk mobile app best practices: Part 3

                                    In focus: Scaling consistency, intelligence, and customization In our third installment, we'd like to share tips to help you elevate your customer experience as you handle support operations seamlessly on mobile. Let's reconnect with Omniserve, the field
                                  • Highlights of 2025: Milestones and moments

                                    Hey everyone! As we step into 2026, it’s a great time to look back at everything 2025 brought to Zoho Social. This year was big, packed with powerful new features, smart enhancements, exciting events, and a major milestone: a whole decade of Zoho Social.
                                  • Introducing the sandbox environment in Zoho Sign

                                    Hey there! Customer and partners across the globe have been requesting a testing environment—also called a sandbox—for quite some time. Sandboxes help you try out document workflows before using them in your production setup. This new year, we are excited
                                  • Can I share the drive with another Windows user?

                                    We use the WorkDrive Sync application on a server with several remote desktop users. Our question is: Can the drive created by WorkDrive Sync be shared from one of these remote users with the other users so they can access the files, or do we need to
                                  • Syncing Bills in Zoho Books to Zoho CRM

                                    Is there any way to sync the Bills in Zoho Books in Zoho CRM
                                  • Auto CheckOut Based On Shift.

                                    This Deluge script runs on a scheduled basis to automatically set the 'Actual_Check_Out' time for employees who haven't manually checked out. If the current time is past their scheduled 'Shift_End_Time', the script updates the check-out time to match
                                  • ERROR: Product type cannot be changed for Items having transactions.

                                    I have mistakenly added a product type as goods for an item that was a digital service. Now when HSN/SAC became mandatory, this brought my attention to this error I did. So I tried changing the product type but it displayed this error message Product
                                  • Boost your CRM accuracy with smart Data Enrichment

                                    Hello all! In this post let's look at data enrichment from a holistic perspective to gain more clarity on how you can use it. So, here's a quick recap of what data enrichment is and how you set it up it to enhance your existing module data! What is data
                                  • Is it possible to set a region lookup table so that my deal country can lookup this lookup table

                                    Hi there, I would like to be able to add a data lookup table with the following fields: Country, Region. And then in my deal report, i can then lookup this table to fish out the region in my report. This will be important for my sales process to categorise
                                  • Test Emails Show Sent "via zcsend.net" in My Gmail Account

                                    I noticed the following info... However, a few email service providers such as Outlook and Gmail will display that the email was sent by zcsend.net (Zoho campaigns’ server) on your behalf instead of just your from email address.  In order to prevent this, you can go for either of these options: Do not select the check box meant for DomainKey Signature which is listed under Unverified sender domains. Include our mail servers by advanced authentication method such as SPF/ Sender ID and DomainKey/ DKIM.
                                  • Next Page