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?
- Request ID: Zoho Desk identifies and distinguishes tickets using a unique reference number called a ticket ID.
- Event start time: The time when the ticket status begins.
- Event end time: The end time of the ticket status
- Status updated from: The initial status of the ticket.
- Status updated to: The current ticket status.
- Duration: The duration between the transition.
- Duration (Business Hours): The duration between the transition in business hours.
- 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
Managing 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!
Also read:
Time-based reports
Agent-based reports
Topic Participants
Kavya Rao Addepalli
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 keynoteWhatsApp 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 PlatformLive 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 toolsApple 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 helpZoho 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
Bug: OAuth 2.0 State Parameter fails with Pipe Delimiters (RFC 6749 Non-Compliance)
I've discovered a bug in how Zoho's API Console handles the OAuth 2.0 authorization flow when the state parameter contains pipe characters (|), and I'm hoping the Zoho team can address this in a future update. The Issue Zoho's OAuth 2.0 implementationZobot with Plugs
Hello, I am having a problem with Zobot using Plugs. Here is my current flow: When I run the flow, I should immediately see the messages from the initial cards (Send Message cards), then after running the plug, and finally, see the messages after thePrint a document from Zoho Writer via Zoho Creator
If i use the code below i can get writer to create a new document or email it to me but i want to be able to print it directly from the browser and not have to send it via email and then print. Below is the code im using. Attached options form zoho writerTraining for How can i Operate the Software Features
need to Help for Training of the ZOHO Billing SoftwareAutomating Vendor Contract Management between Zoho Contracts and Zoho Books using Zoho Flow
Managing vendor agreements across procurement and finance systems often requires manually downloading executed contracts and attaching them to vendor records. This can become time-consuming and difficult to manage when dealing with a large number of contracts.VIEW HEADERS PARAMETERS
A function was created in zoho creator. In the microservices “https://creator.zoho.com/userhome/<adminuser>/admindashboard#/microservices”. A custom API was created and associate the function. In the postman I send some data, how can I visualize whatProblem applying batch operation error keeps looping that error
Problem applying batch operation error keeps looping that error an wont loginShared Email Sending Duplicate Copies of Emails
Hi there, We recently have moved our info@ email to Team Inbox to trial. We set this channel up using the Microsoft setup which works fine and have 3 users. I am wanting to know: 1. When I send a new email, it will create a copy of that email and sendmerhaba
merhaba sosyal medya paketimiz mevcut ama yorumları göremiyoruz ve o yüzden cevap veremiyoruz destek rica ediyoruz.Teaminbox not working
We couldn't send or receive any mail within the team inbox. Displaying error 'Unable to process this request.'Related lists New option in missing
hi I have created quite a few modules and added as related lists to my main module. Some have new, some dont I can not see why?Cliq and ToDo integrations?
I'm a bit surprised not to find any way to open a Cliq chat for the current thread, or to create a Zoho Mail ToDo from a thread. Are these on the roadmap?Reply-to names are mangled
Hello, I'm seeing an odd behavior in replies. Steps to reproduce: 1. Click reply to an email from "John Doe <doe.john@example.com> in TeamInbox Expected outcome: TO field pre-filled with "John Doe <doe.john@example.com>" Actual outcome: TO field pre-filledI CANT UPGRADE MY FREE ACCOUNT
I TRY TO UPGRADE MY FREE ACCOUNT AND I COULD NOT UPGRADE IT CAN SOMEBODY TELL ME WHY? AND I HAVE THE MONEY SO.Level up your ASO game with tags & categories in store reviews
Introducing tags and categories in Apptics' store reviews Dear Apptics community, If your app is listed on the Play Store or App Store, you already know how important store reviews and ratings are. They’re one of the most direct signals of user sentimentIncluding attachments with estimates
How can attachments be included when an estimate is sent/emailed and when downloaded as a .pdf? Generally speaking, attachments should be included as part of an estimate package. Ultimately, this is also true for work orders and invoices.Adding VENDOR SKU to PURCHASE ORDERS
how can we add the Vendor SKU when issuing a Purchase Order , so the PO shows the Supplier SKU and our own Internal SKU , which is what we want to receive into the system .Possible to freely prompt/query CRM data using Zia?
Is it possible to prompt Zia to query on any information stored in the CRM, especially on the data stored in custom text fields? My use case is the people in my organisation have entered lots of text in custom text fields to capture information from anRestrict employees to take only one day holiday from a multi-day festival holiday
Hi everyone, I have a requirement related to Optional/Festival Holidays in Zoho People. For example, in the month of May there are three optional holiday dates: May 11, May 12, and May 13. Employees can choose one of these days as their optional holiday.Cannot modify colours in invoice email template
I have tried switching browsers... but I cannot change the (pretty horrible) default colours in the preset email when sending an invoice... the blue banner, red outstanding total and the bright green button... I can change other things but not the colours?Cannot find zpuid for Zoho Projects user
I'm using the Zoho Projects v3 API to create a task. The task is created successfully, but in order to assign the task owner, the "Create a Task" API also requires the zpuid of the task owner. Unfortunately I cannot find any user-related API calls thatPrint a document from Zoho Writer via Zoho Creator
If i use the code below i can get writer to create a new document or email it to me but i want to be able to print it directly from the browser and not have to send it via email and then print. Below is the code im using. Attached options form zoho writerAllow styling for specific Subform fields in Zoho Creator
Sometimes in forms we need to visually highlight a specific field inside a Subform (for example Sanctioned Amount, Approved Value, Critical Fields, etc.) so that users immediately notice it while entering data. Currently there is no direct UI option toPlaceholder format in Number field does not reflect Max Digits configuration
When the Max Digits (Maximum digits of number) property is set to a smaller value (for example, 2 digits), the placeholder in the input field still displays a 7-digit format (#######). The same behavior can also be observed in Decimal and Currency fieldHow does SKU work when selling products in parts in Zoho Inventory
Hello everyone, Zoho Inventory does not understand the physical cutting of the piece.. It only tracks quantities of the unit (like feet ). So when you sell part of an item, the system simply reduces quantity for that SKU. Assume that i have a 50 ft longCRM Cadences - working timesThe Friday afternoon? The next Monday morning? Not at all?
I think I’m writing saying that cadence emails are only sent during the organisations set working hours in CRM. So if a particular email is set to send for example in three days and that lands on a Sunday (when working hours are not operational) whenCRM Cadences - working times
I think I’m right in saying that cadence emails are only sent during the organisations set working hours in CRM. So if a particular email is set to send for example in three days and that lands on a Sunday (when working hours are not operational) whenPush Notification for New Bookings in Zoho Bookings App
when a someone schedules an appointment through the booking page, is there any option to receive a push notification in the mobile app?Add the same FROM email to multiple department
Hi, We have several agents who work with multiple departments and we'd like to be able to select their names on the FROM field (sender), but apparently it's not possible to add a FROM address to multiple departments. Is there any way around this? Thanks.Zoho Desk View Open Tickets and Open Shared Tickets
Hi, I would like to create a custom view so that an agent can view all the open tickets he has access to, including the shared tickets created by a different department. Currently my team has to swich between two views (Open Tickets and Shared Open Tickets).Zoho Expense - Bi-Weekly Report Automation
Hi Zoho Expense Team, My feature request is to please include an option to automate creation of reports bi-weekly (every 2 weeks)How to Fetch data from Sales Order and Insert into Purchase Order with Deluge
Hello, I am wanting to write a Deluge script that would take the shipping address on a Sales Order and upon conversion to a Sales Order automatically insert it into that corresponding PO. I am new to Deluge but understand that it has great capabilities.Arquitetura de Aplicações no Zoho Creator: Por que pensar nisso desde o início
Muitas empresas começam a utilizar o Zoho Creator criando formulários simples para automatizar processos internos. Isso é natural — a plataforma é extremamente acessível e permite construir aplicações rapidamente. O problema começa a aparecer quando aDark Mode - Font Colors Don't Work
When editing a document in Dark Mode and selecting font colors, they don't show up on screen. Viewing/editing the same document in Light Mode shows them just fine.How to Customize & Reorder Spaces in Zoho One 25 (Spaces UI) — Admin Tips Not in the Docs
Hey Zoho Community, After digging around in the new Spaces UI, I found a couple of admin features that aren't well documented yet but are really useful. Sharing here in case others are looking for the same things. 🔁 How to Change the Default Space UsersNon-Avalara Tax Automation wtih Zoho Books
We are paying a ridiculous amount for Avalara. Our team wants to make a change, but they're the only software fully integrated with Zoho. We also don't have the bandwidth to do this manually, so we do need some sort of automated software solution. WeSystem Components menu not available for Tablet to select language
I have attached a screenshot of my desktop, mobile, and tablet menu builder options. I am using 2 languages in my application. Language Selection is an option under the System Components part of the menu, but only for my desktop and phone(mobile). MyApprovals in Zoho Creator
Hi, This is Surya, in one of my creator application I have a form called job posting, and I created an approval process for that form. When a user submits that form the record directly adding to that form's report, even it is in the review for approval.Function #9: Copy attachments of Sales Order to Purchase Order on conversion
This week, we have written a custom function that automatically copies the attachments uploaded for a sales order to the corresponding purchase order after you convert it. Here's how to configure it in your Zoho Books organization. Custom Function: HitHow Zoho Desk contributes to the art of savings
Remember the first time your grandmother gave you cash for a birthday or New Year's gift, Christmas gift, or any special day? You probably tucked that money safely into a piggy bank, waiting for the day you could buy something precious or something youNext Page