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

    • Custom module - change from autonumber to name

      I fear I know the answer to this already, but thought I'd ask the question. I created a custom module and instead of having a name as being the primary field, I changed it to an auto-number. I didn't realise that all searches would only show this reference.

    • Edit a previous reconciliation

      I realized that during my March bank reconciliation, I chose the wrong check to reconcile (they were for the same amount on the same date, I just chose the wrong check to reconcile). So now, the incorrect check is showing as un-reconciled. Is there any way I can edit a previous reconciliation (this is 7 months ago) so I can adjust the check that was reconciled? The amounts are exactly the same and it won't change my ending balance.

    • Introducing Zoho MCP for Bigin

      Hello Biginners! We're excited to introduce Zoho MCP for Bigin, a completely new way of interacting with Bigin data using AI. With Zoho MCP, you can securely connect your Bigin account with popular AI tools like Claude, Cursor, Windsurf, and VS Code,

    • SAP Business One(B1) integration is now live in Zoho Flow

      We’re excited to share that SAP Business One (B1) is now available in Zoho Flow! This means you can now build workflows that connect SAP B1 with other apps and automate routine processes without relying on custom code. Note: SAP Business One integration

    • [Action Required] : Update Shopify Access Scope to fetch complete order history

      Hello Shopify Users! Shopify has updated the access scope for apps under developer portal. With this change, the read_orders scope now provides access only to the last 60 days of order history. To access older historical orders, Shopify requires a separate

    • Advance Payment Record Removed When Deleting Applied Credit from Bill

      Hello, So while working with vendor advance payments, I noticed that removing the applied credit from a bill also removes the corresponding entry from the Payments Made section. What I did : Recorded an advance payment to a vendor through Payments Made.

    • How to Connect Zoho Books with e-Way Bill Portal (Step-by-Step Guide)

      Integrating Zoho Books with the e-Way Bill portal helps automate your logistics and compliance process. Follow the steps below to set it up easily: 🚀 How to Connect Zoho Books with e-Way Bill Portal (Step-by-Step Guide) Integrating Zoho Books with the

    • Is there a way to update all the start and end dates of tasks of a project after a calendar change?

      Hi! Here's my situation. I've built a complete project planning. All its tasks have start dates and due dates. After completing the planning, I've realized that the project calendar was not the right one. So I changed the project calendar. I now have

    • Lookup fields can't be used for anything important

      Hi It seems the lookup fields are mostly.... informative, you can at most link stuff between modules... You can't use lookup fields in blueprints, you can't use them in layout rules or anything... It that correct?

    • Sales Allowed Beyond Available Stock and Payment Recorded Without Restriction

      Hi, While testing in Zoho Inventory, I noticed that a sales order can be created with a quantity exceeding the available stock in the selected warehouse. In my case: Available stock: 5 units Ordered quantity: 6 units Despite this: I was able to convert

    • Zoho Writer Frequently not loading

      I've reported this as a problem already but I can't log into my email right now or get onto the main site so you're going to hear about it again here: at least once a week, Zoho Writer will just refuse to load entirely. The main page will load and load

    • Read Thread Details

      Does anyone know how to "read" the complete thread details in a ticket? I figured out how to pull a summary of the threads using a webhook, but it doesn't have all the details I want. I tried to create a loop in flow, which should have worked, but instead

    • How to Structure Data in Zoho Creator Applications

      Data structure is undoubtedly one of the most critical pillars in application development within Zoho Creator. Well-structured projects scale easily, enable more robust automations, and drastically reduce rework. Poorly modeled applications, on the other

    • Application Architecture in Zoho Creator: Why You Should Think About It from the Start

      Many companies begin using Zoho Creator by building simple forms to automate internal processes. This is natural — the platform is extremely accessible and allows applications to be built very quickly. The challenge begins to appear when the application

    • Captcha can't be enabled conditionally

      Hi Problem: captcha on a form can't be enabled conditionally. Why is this a problem: Because I use the same form on our website (public) in the portal and mobile app. In the portal it works but in the mobile app it doesn't. So there should be a way to

    • Improved RingCentral Integration

      We’d like to request an enhancement to the current RingCentral integration with Zoho. RingCentral now automatically generates call transcripts and AI-based call summaries (AI Notes) for each call, which are extremely helpful for support and sales teams.

    • WorkDrive issues with Windows Explorer Not Responding

      We are using WorkDrive to collaborate on editing video content. We have a lot of files and quite a few are a few gigs. Recently anytime I try and work with the files Explorer freezes for a couple minutes whether it's dragging the files into Premiere or

    • Is it possible to retrieve function (Deluge) code from Zoho CRM externally?

      Hi Everyone, Is it possible to fetch or retrieve the Deluge function code from Zoho CRM using an external method (API or any other approach)? I would like to know if there is any way to access or extract the function script outside of Zoho CRM, or if

    • Zoho CRM Integration Form + Custom Fields

      Hi! I've created an Integration Form from Zoho CRM's Vendors Module, but I can choose a few standard fields and no custom fields I've created in Zoho CRM. There is a plan to add this feature soon? Thanks in advance.

    • AI secretary

      In our company, Claude is the secretary and creates inquiries and schedules from Gmail. You no longer have to enter them yourself. The secret is that we created an MCP server that connects to CRM. https://x.com/Mac_nishio/status/1917954562566328694

    • Como estruturar dados em aplicações Zoho Creator

      A estrutura de dados é um dos pilares mais críticos no desenvolvimento de aplicações no Zoho Creator. Projetos bem estruturados escalam com facilidade, permitem automações mais robustas e reduzem drasticamente retrabalho. Já aplicações mal modeladas rapidamente

    • Creditos API

      Queria saber se alguém poderia me ajudar a resolver um problema na compra e utilização de créditos de mensagens API do WhatsApp. ja tentei todos o tutoriais porem não consegui realizar a compre, pois ao clicar no botão de comprar créditos aparece a mensagem

    • Using Zoho Forms vs Zoho Survey

      Hello - I'm looking for advice on whether to use Zoho Survey or Zoho Forms for our small non-profit. We have a Zoho One subscription, so have access to both. The main use case at the moment is application forms for our professional development programs.

    • Custom CSS for Zoho CRM Team Bookings embeded widget

      Hello, we are adding Zoho CRM Team Bookings (crm.zoho.com) in our public website. We know that we can change Theme Color, Font Color and Background Color: Zoho CRM Booking Styling But is it possible to change other CSS attributes e.g. Font Family, like

    • Enable integration of CRM CPQ functionality for ZohoOne customers using Zoho Finance application

      Hi there. I can't believe I'm needing to launch this idea as I would have thought this was a little obvious. Following a number of conversations with the technical team it's become evident that the CPQ functionality within CRM cannot integrate with Zoho

    • Zoho Certified Workshops in Berlin | 20. - 21. April

      Liebe Mitglieder der deutschen Zoho-Community! Wir freuen uns, Ihnen mitteilen zu können, dass unsere Zoho Certified Workshops am 20. und 21. April nach Deutschland zurückkehren! 📍Wo finden die Workshops statt? Die zertifizierten Workshops finden im

    • Zoho Payroll Expansion Plans

      Dear Zoho Team, I truly appreciate the continuous innovation and improvements you bring to your suite of products. However, I—and I’m sure many others—would love some clarity on your Zoho Payroll expansion roadmap. Currently, it’s only available in the

    • Usar o Inventory ou módulo customizado no CRM para Gestão de Estoque ?

      Minha maior dor hoje em usar o zoho é a gestão do meu estoque. Sou uma empresa de varejo e essa gestão é fundamental pra mim. Obviamente preciso que esse estoque seja visível no CRM, Inicialmente fiz através de módulos personalizados no próprio Zoho CRM,

    • How do I setup the performance review module?

      I am pretty adept when it comes to learning software and I've set up quite a few Zoho Apps over the past 3 years.   But for the life of me, I can not figure out Zoho People performance reviews. I've figured out the "Organization" & LMS Modules, but the

    • Recurring Addons

      Hi, I know you can set the pricing interval for addons to weekly, monthly and yearly & set it for one off or recurring, which these are fine as a base addon item. It really would be helpful if when creating a subscription when you add on the addon item

    • Cancellation Fees

      Hi, It really would be good if Billing could take subscription management further with cancellations & being able to apply or set a cancellation fee for a plan that is either fixed or prorated. It is not uncommon in subscriptions for cancellation fees

    • Allow agents to enable or disable feed notifications from certain departments

      Hello everyone, Agents who are part of multiple departments receive feed notifications frequently from across the departments. They may not be actively involved in performing every action in all departments. For example, an agent could be a part of both

    • WorkDrive API returning empty response even after placing file in Team Folder

      Hi everyone, I am trying to fetch a file from Zoho WorkDrive using a Deluge standalone function in Zoho People. The API call executes successfully using a configured connection, but the response is coming back empty. I have verified the following: The

    • Address Typeahead Extension for Zoho Books

      I installed the Address Typeahead extension for zoho books but when I went to configure it, it said that that version was deprecated. Is there a newer version somewhere?

    • Transaction Rules & Customer Payments

      So I have a situation as follows. We have many clients who are all invoiced on the 1st of each month on a recurring invoice for 1 of 10 plans. This means that almost all payment dates are the same (some people pay late) and that a lot of the amounts are

    • Can I Integrate ADP Payroll with Zoho Books?

      Hi, I am hoping that I can integrate ADP Payroll with Zoho Books so that I do not need to manually input the payroll journal entries. Is this possible? If so, how do I do that?

    • Zoho Books | Product updates | February 2026

      Hello users, We’ve rolled out new features and enhancements in Zoho Books. From Advanced Reporting Tags to the ability to mark projects as completed, explore the latest updates designed to improve your bookkeeping experience. Introducing Advanced Reporting

    • Darshan Hiranandani : How many participants can join a Zoho Meeting at once?

      Hi everyone, I'm Darshan Hiranandani, trying to find out the maximum number of participants that can join a Zoho Meeting at once. Has anyone here used Zoho Meeting for larger groups and can share their experience or knowledge about the participant limit?

    • Ask The Expert: Deep Dive into Zoho CRM, Desk, SalesIQ, and Campaigns!

      Are you using Zoho to power your sales, support, and marketing, and have questions about configuration, automation, or best practices? We have great news: the “Ask The Expert” session is coming to the Zoho Benelux Community! This session is specifically

    • How to create a new Batch and update Stock via Inventory?

      Hi everyone, We are building an automation where a user enters batch details (Batch Number, Mfg Date, Expiry, and Quantity) into a Custom Module. I need this to trigger an API call to Zoho Inventory to: Create the new batch for the item. Increase the

    • Next Page