Lifecycle Reports

Lifecycle Reports

From data to decisions: A deep dive into ticketing system reports


A 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

​

    • 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

    • Recent Topics

    • Remember all the ways we've posted?

      The world celebrates World Postal Day in 2025 with the theme “#PostForPeople: Local Service. Global Reach". The story of the “post” is a story of human connection itself, evolving from simple handwritten notes carried over long distances to instant digital

    • Add Support for Authenticator App MFA in Zoho Desk Help Center

      Hello Zoho Desk Team, We hope you are doing well. We would like to request an enhancement related to security for the Zoho Desk Help Center (customer portal). Currently, the Help Center supports MFA for portal users via SAML, JWT, SMS authentication,

    • Can no longer upload my own Notebook cover

      I've had Notebook for over a year and have been able to create my own notebook covers, but when I tried to upload my own cover for a new notebook today, the upload feature has suddenly been starred, requiring me to upgrade my account. When did this

    • Zoho Desk - Cannot Invite or Register New User

      Hi who may concern, we encountered a problem that we cannot invite user or the visitor cannot register for a user at all through our help center portal, with the snapshot shown as below and the attachement. It always pops up that "Sorry, Unable to process

    • Custom domain issue

      I recently changed records for my support area custom domain for a few months, I then wanted to come back to Zoho, but now I can't connect it and I can't login as it's having an SSL issue. I cannot get a good response from support, as I've been notified

    • SOME FEATURES ARE NOT IN THE ZOHO SHEET IN COMPARISION TO ZOHO SHEET

      TO ZOHO sir/maam with due to respect i want to say that i am using ZOHO tool which is spreadsheet i want to say that some features are not there in zoho sheet as comparison to MS EXCEL like advance filter and other Features which should be there in ZOHO

    • Zoho Sheet - Desktop App or Offline

      Since Zoho Docs is now available as a desktop app and offline, when is a realistic ETA for Sheet to have the same functionality?I am surprised this was not laucned at the same time as Docs.

    • How do you generate personalized certificates and save them in dynamic folders using Writer's mail merge?

      Zoho Writer's mail merge feature can help you enhance the certificate management process. It's a great way to save time and effort! Merge certificates and maintain a well-organised repository with personalised certificates stored in separate folders for

    • Zoho Editor

      Zoho PDf Editor is not working I am clicking on EDIT PDf then it again bringing me back to the same page. again and again.

    • The present is a "present"

      The conversation around mental health has been gaining attention in recent years. Even with this awareness, we often feel stuck; the relentless pace of modern life makes us too busy to pause, reflect, and recharge. In the world of customer support, this

    • Zoho Sheet Autofit Data

      While using Autofit Data function in Zoho Sheets with Devnagri Maratji or Hindi Fonts, a word or a number, it keeps couple of characters outside the right side border.

    • KPI Widget dashboard select periods

      I have a problem with selecting periods as a user filter. In the beste scenario I would like to have to have a period filter like Google Analytics has of Datastudio (see attachment). In the KPI widget I "Group by "inquiry_date" on week&Year". It selects

    • Search in Zoho Community Not Working

      I realize this is a bit of a meta topic, but the search for the various Zoho Communities appears to not be working. I'm under the impression that they run on some version of the Zoho Desk platform, so I'm posting this here.

    • Workdrive on Android - Gallery Photo Backups

      Hello, Is there any way of backing up the photos on my android phone directly to a specific folder on Workdrive? Assuming i have the workdrive app installed on the phone in question. Emma

    • Market cap

      Market cap formula?? Kaise nikale

    • Zoho Sheet for Desktop

      Does Zoho plans to develop a Desktop version of Sheet that installs on the computer like was done with Writer?

    • Need Help to setup plugs along with codeless bot buidler. To send sms OTPs to users via Zoho Voice and to verify it

      Need Help to setup plugs along with codeless bot buidler. To send sms OTPs to users via Zoho Voice and to verify it. I get leads from our website and we need to make sure those are not junk. So we are using proactive chat bot and we need mobile OTPs to

    • Direct Integration Between Zoho Cliq Meetings and Google Calendar

      Dear Zoho Team, We’d like to submit the following feature request based on our current use case and the challenges we’re facing: 🎯 Feature Request: Enable meetings scheduled in Zoho Cliq to be automatically added to the host's Google Calendar, not just

    • Zoho as an ERP, CRM, and more for a Manufacturing company?

      We are looking at solutions for ERP versus an off the shelf ERP system. Our hope is to use much of the full suite of Zoho apps along with some custom build-out for our manufacturing company. I was wondering if there are users or developers on here with

    • Zoho sheet

      Unable to share zoho sheet with anyone on internet with editer option only view option is show

    • Mail and OS

      Jai Hind! Zoho is doing good by creating good software (made in india) on par with other tech giants. 🥰 Suggestion: 1. Whenever we sign up on zoho mail its asking for other mail id. It shouldn't be like that. You should ask general details of a user

    • Personal account created under org account

      Hi there, I am Jayesh. We are using ME Central, and we have an account by the email ID soc@kissht.com.. Now I have created a personal account., jayesh.auti@zohomail.in, accidentally. Can you help me to remove this jayesh.auti@zohomail.in from my organization

    • Add another account

      How to add another mail account to my zoho mail.

    • Recover deleted user

      Hi by mistake i have deleted an added user and his email associated. Please help me recover it thank you.

    • No connection to the server

      Hello! I can't add a new email address to my mailbox because your server is rejecting me. Please help. I took and added a screenshot of this problem Marek Olbrys

    • URGENT: Business Email Disruption – SMTP Authentication Failed

      Dear Zoho Support, I am writing to escalate a critical issue with my business email account: 📧 marek@olbrys.de My domain olbrys.de is fully verified in Zoho (MX, SPF, DKIM, DMARC all valid – green status). I am using the correct configuration: smtp.zoho.eu

    • Emails missing from desktop but visible on phone

      Subject says it all. Windows 11 laptop. Apple phone. all systems up to date.

    • Website Hosting

      Hello, I want to host my domain on Hostinger, and I want my emails to run through Zoho Mail. Please provide me with the SPF record, MX record (Type: TXT), and A record, so that I don’t face any issues with my emails. My website is on Hostinger hosting,

    • Can not search zoho mail after update V.1.7.0

      i can not search mail on to and cc box from attached picture and then search contacts box can't click or use anything. include replay mail too.

    • Urgent Security Feature Request – Add MFA to Zoho Projects Client Portal Hello Zoho Projects Team,

      Hello Zoho Projects Team, We hope you are doing well. We would like to submit an urgent security enhancement request regarding the Zoho Projects Client Portal. At this time, as far as we are aware, there is no Multi-Factor Authentication (MFA) available

    • How to retreive the "To be received" value of an Item displayed in Zoho inventory.

      Hi everyone, We have our own Deluge code to generate a PO according to taget quantity and box quantity, pretty usefull and powerful! However, we want to reduce our quantity to order according to "To be received" variable. Seems like this might not even

    • Payment on a past due balance

      Scenario: Customer is past due on their account for 4 months. We suspend their billing in Zoho books. Customer finally logs into the portal and enters a new credit card. We associate that cardwith their subscription, which will permit the card to be used

    • Instant Sync of Zoho CRM Data?

      With how valuable Zoho Analytics is to actually creating data driven dashboards/reports, we are surprised that there is no instant or near instant sync between Zoho CRM and Zoho Analytics. Waiting 3 hours is okay for most of our reports, but there are

    • Kaizen #211 - Answering your Questions | Using Canvas and Widgets to Tailor CRM for Mobile

      Howdy, tech wizards! We are back with the final post in addressing the queries you shared for our 200th milestone. This week, we are focusing on a couple of queries on Zoho CRM mobile configurations and custom payment gateway integration. 1. Mobile SDK

    • Remove "Invalid entries found. Rectify and submit again" modal

      Following up on a post from a few years back, but can the Zoho team consider either removing the 'Invalid entries found. Rectify and submit again' modal that displays for empty mandatory fields OR allow an admin to change it? I've built a custom error

    • Cadence reports as front-end reports

      Hello everyone, We have built a cadence which is connected to the Leads module. There are 11 steps in total, 7 are automatic emails and 4 are tasks for the Lead owners. As admins, we have access to this (very nicely made) 'View Reports' tab where we can

    • Show elapsed time on the thank-you page?

      Is it possible to display the total time a user spent filling out a Zoho Form on the thank-you? I’d like to show the difference between the `form submission timestamp` and the `start time` (currently have a hidden Date-Time field set to autofill the date

    • Email Integration - Zoho CRM - OAuth and IMAP

      Hello, We are attempting to integrate our Microsoft 365 email with Zoho CRM. We are using the documentation at Email Configuration for IMAP and POP3 (zoho.com) We use Microsoft 365 and per their recommendations (and requirements) for secure email we have

    • I need to do crud with snippet html

      I need to implement a form with an improved user interface. I would like to use snippets to build a CRUD that allows me to create and update records. How could I achieve this using snippets?

    • Allow Stripe Credit Card and Stripe ACH payment methods to be enabled separately on an invoice.

      I need to be able to pick at the invoice level whether Stripe Credit Card and/or Stripe ACH payment methods are available. Currently, I'm not able to select from the two Stripe payment methods individually on an invoice. However, there are some larger

    • Next Page