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

​

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!

    • 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

    • Help Center and SEO: Any Benefit to My Domain-Mapped Website Ranking?

      First of, I love the Help Center which I've just decided to integrate into my website to replace its old-fashioned FAQs. So much more to achieve there now! Lots of new benefits to the site visitors and to me in terms of organizing and delivering all the

    • Support french language options

      Greetings, I want to use Zoho with the french language portal, however the supplied translation is not very good (google translate). There are many basic mistakes on the main most important sections (my requests, submit a request). Is there a way for

    • Automation #7 - Auto-update Email Content to a Ticket

      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. Email is one of the most commonly

    • Introducing the Workflow and Actions APIs for Zoho CRM

      We are absolutely thrilled to announce the release of Workflow APIs and Actions APIs in Zoho CRM’s v8 API suite! This powerful new set of endpoints gives developers unprecedented programmatic control over business automation. For years, Workflow Rules

    • Zoho Form URL displays incorrect name

      Hi, I have a form I created called "Design Request form". It displays this way everywhere I look. However, in the URL, it shows up as "DesignJobRequestFormFINAL011325PROOFV1B" and I'm not sure why. I can't find where to fix this. Does anyone have any

    • Consumers are talking about your business. Are you listening?👂

      A loyal customer might be praising your product in a forum. A frustrated user could be posting a harsh review on a public site. An excited partner may have left a comment on your campaign. A domain expert might be deconstructing your product. A prospect

    • What counts as a Temp for Billing Purposes in Workerly

      I'm considering trying this product but am not sure how the temp count is used for billing purposes. For example, if we keep a large data base of 500 potential workers.....are we billed for that or only if they are assigned to a client at a given point

    • Cold emails not allowed?

      I planned to use Zoho Mail to send businesses some cold emails to offer my freelance writing services, but I noticed that the anti-spam policy is very strict -- no commercial emails whatsoever without prior permission from the recipient? I would be very

    • Form name incorrectly displayed in URL

      Hi, I have a form I created called "Design Request form". It displays this way everywhere I look. However, in the URL, it shows up as "DesignJobRequestFormFINAL011325PROOFV1B" and I'm not sure why. I can't find where to fix this. Does anyone have any

    • I can't receive mail

      Hello, I can't receive e-mail. I no longer receive e-mails to the e-mail I received for ​my site. I also edited the DNS settings, but it doesn't work at all.

    • 1‑to‑1 invite missing post-setup (needs re-invite) vs channel invite auto-joins without business prompt

      1. Zoho Cliq 1‑to‑1 external invite The inviter sent a 1‑to‑1 invite to an invitee who didn’t have a Cliq account. After the invitee completed account setup and created a business/organization, the website redirected them to Cliq, where they opened Cliq

    • 【開催報告】東京 ユーザー交流会 Vol.3 2025/10/17 Zoho サービスの活用促進を外部ツールとの連携で実現！

      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。 10月17日(金)に新橋で「東京 ユーザー交流会 Vol.3」を開催しました。ご参加くださったユーザーの皆さま、ありがとうございました！ この投稿では、当日のセッションの様子や使用した資料を紹介しています。残念ながら当日お越しいただけなかった方も、ぜひチェックしてみてください😊 ユーザー活用事例セッション：Zoho Flowと決済システムの連携 あみろくの岡島さんに、Zoho サービスの活用事例として、Zoho Flow を活用した外部サービスとの連携事例をご共有いただきました。

    • received email opens in a new tab every time I log in

      as per the title: since about when I first made my email account, every single time Ive logged in to view my inbox, a new tab opens for an email I viewed once as if restoring a closed session. I thought I just didnt understand the "starting up" settings

    • Engage with your customers at scale using WhatsApp Marketing Template messages

      Hi everyone, To make it easier for organizations to communicate with customers, Desk now allows you to send individual, mass, and bulk WhatsApp template messages from both the Ticket and Contact modules. How is this going to benefit your business? WhatsApp

    • Importation Tickets error

      Hi, I'm newbie here 🤓 So, i'm importing data from csv, but when I try advance to mapping fields the importer tool show this message: Previously I try import, other data, and not show errors in this step. Some ideas? Best Regards,

    • Showing description in timesheet and timelogs.

      I am wondering if it’s possible in version 5 of Zoho People to have the description show by default or with a manipulation on the user’s part. Let me show you what I mean. As you can see this is the view for the users. Now if they want to see the full

    • Workaround: openURL in Blueprints - An alternate approach

      There is a roundabout way to open a URL in blueprints after a save event. By using the 'onBeforeMandatoryFormSave' in Client Script, you can open an external URL. Now, the problem is, this is designed to be run BEFORE the blueprint is saved, not after,

    • MTD SA in the UK

      Hello ID 20106048857 The Inland Revenue have confirmed that this tax account is registered as Cash Basis In Settings>Profile I have set ‘Report Basis’ as “Cash" However, I see on Zoho on Settings>Taxes>Income Tax that the ‘Tax Basis’ is marked ‘Accrual'

    • Migrate file from Single File Upload to Multi File Upload

      Dears, I have created a new field Multi File Upload to replace the old Single File Upload field. I'd like to ask you guys what is the best way to migrate the files to the new field?

    • Open "Live Chat" from a hyperlink?

      Hi, I often write paragraphs and text on our company website, and usually say you can get in touch with us via live chat. Can the chat window be triggered to pop open without clicking the chat graphic in the bottom window, and use it in a hyperlink? ie:

    • Zoho Sites search box

      Is there a Search box that can be added to a Zoho site? It would be for searching within the site only.

    • What stops me from packaging and shipping an order when the inventory is negative?

      It seems if the inventory value is negative, that Zoho Inventory should not allow me to create a Package and Ship it.   But, there seems to be nothing to stop me from doing that other than when I go to physically package the item and realize that there is no stock. There also seems to be nothing on the screen that even indicates to me that I should not package and ship.  To me this is the fundamental point of an inventory system.  Am I doing something wrong?   

    • Conditional formatting based on another field

      Hi I have two fields on my form stage 1 complete and stage 1 deadline.  I am trying to setup conditional formatting so that if stage 1 complete is after stage 1 deadline the record is highlighted in red. I need both stage 1 complete and stage 1 deadline

    • Is there API Doc for Zoho Survey?

      Hi everyone, Is there API doc for Zoho Survey? Currently evaluating a solution - use case to automate survey administration especially for internal use. But after a brief search, I couldn't find API doc for this. So I thought I should ask here. Than

    • The sending IP (136.143.188.15) is listed on spamrl.com as a source of spam.

      Hi, it just two day when i am using zoho mail for my business domain, today i was sending email and found that message "The sending IP (136.143.188.15) is listed on https://spamrl.com as a source of spam" I hope to know how this will affect the delivery

    • Changing a Single-Line Text field into a Multi-line Field without losing data

      Is it possible to change a Single-Line Text field into a Multi-line Field without losing data. I have a module with data for which I would like to change a single-line field into a multi-line field but I'm worried it might delete the pre-existing da

    • Webhook - Google Sheets

      I have 2 forms that are both integrated with Google Sheets. I've set up a webhook to pull form 1 data from Google Sheets to prefill data in Form 2. The issue I have is that the forms name fields are First Name & Last Name but the Google sheets integration

    • Verified Mark Certificate

      Hello Dears, Can anyone help and check my mail or direct me to the desired person who can add the verification tag to my mail https://www.zoho.com/blog/mail/email-authentication-with-bimi.html

    • Appointment booking is temporarily unavailable

      Embeded Zoho booking page in my WordPress website. When someone starts a booking, after choosing time and date, an error appears before payment - "Appointment booking is temporarily unavailable due to restricted settings." Used the embeded code given

    • Cannot connect to 365 business calendar and Teams, says personal but it is not.

      hi I have a number of users connected to their 365 business accounts. Adding a new user and it thinks hes got 365 personal edition. He does not.... Anyone know what's going on. Trying for days now. Bookings go into his MS calendar but as its thinks its

    • Limited review (/questions) for Bookings 2.0

      Hi all, I'm writing this review of Bookings 2.0 for two reasons: 1) it may be of interest to others, and 2) I'd like to be corrected if I'm wrong on any points. It's a very limited review, i.e. the things that have stood out as relevant, and particularly

    • Zoho Bookings - Reserve with Google

      Does Zoho Bookings plan to to integrate with Reserve with Google?

    • Tip #3: How to change your booking page language

      Displaying your booking page in your target audience's language can greatly increase customer satisfaction. By speaking their language, you will help customers feel more comfortable scheduling with you and create a stronger connection with them. Let's

    • Bigin Android app update: Alerts while creating tasks outside of working days, conflicting events and calls.

      Hello everyone! In the most recent version of the Bigin Android app, we have brought in support to display an alert if task is being scheduled outside of the working days. Also, when scheduling an event or call in the Activities module, a conflict alert

    • Bigin update: Link email messages to pipeline records.

      Hello everyone! In the latest version of the Bigin iOS(v1.11.9) and macOS(1.8.9) app, we have brought in support for an option to link email to pipeline records. This helps you to view emails specific to a deal, especially when a contact is associated

    • Bigin Android app update: Custom buttons and widgets

      Hello everyone! We are excited to introduce custom buttons and widgets on the Bigin Android app. Widgets: A widget is a customizable UI component in Bigin that improves efficiency and user experience. It lets businesses embed components, streamline interactions,

    • Collective-booking event not added to all staff calendars

      We assign two staff to certain events. When the client books this event, it adds it to one staff calendar (the 'organiser') but not the other. How can I ensure all staff assigned to a collective booking get the event in their calendar? (A side note: it

    • Project Management Bulletin: October, 2025

      Every need leads to innovation. Project Management tools were developed out of sheer necessity to drive large projects. With wide usage, the specifications grew precise, and so did the refinement. Over years we’ve crafted one of the best project management

    • Zoho Sheets saying locked when not locked

      Zoho Sheets won't let me add more rows to sheet because it's saying the sheet is locked, but the sheet is not locked. I tried using a different browser but I still have the same issue.

    • Identifying and Merging Accounts with Similar (Non-Exact) Names

      Hello everyone, I’m aware of the built-in deduplication feature in Zoho CRM that allows merging records with exactly matching values for selected fields. However, I’m running into a situation where our migrated data contains multiple variations of the

    • Next Page