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!

    Access your files securely from anywhere







                            Zoho Developer Community




                                                  • 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


                                                            Manage your brands on social media



                                                                  Zoho TeamInbox Resources



                                                                      Zoho CRM Plus Resources

                                                                        Zoho Books Resources


                                                                          Zoho Subscriptions Resources

                                                                            Zoho Projects Resources


                                                                              Zoho Sprints Resources


                                                                                Qntrl Resources


                                                                                  Zoho Creator Resources



                                                                                      Zoho CRM Resources

                                                                                      • CRM Community Learning Series

                                                                                        CRM Community Learning Series


                                                                                      • Kaizen

                                                                                        Kaizen

                                                                                      • Functions

                                                                                        Functions

                                                                                      • Meetups

                                                                                        Meetups

                                                                                      • Kbase

                                                                                        Kbase

                                                                                      • Resources

                                                                                        Resources

                                                                                      • Digest

                                                                                        Digest

                                                                                      • CRM Marketplace

                                                                                        CRM Marketplace

                                                                                      • MVP Corner

                                                                                        MVP Corner







                                                                                          Design. Discuss. Deliver.

                                                                                          Create visually engaging stories with Zoho Show.

                                                                                          Get Started Now


                                                                                            Zoho Show Resources

                                                                                              Zoho Writer

                                                                                              Get Started. Write Away!

                                                                                              Writer is a powerful online word processor, designed for collaborative work.

                                                                                                Zoho CRM コンテンツ



                                                                                                  Nederlandse Hulpbronnen


                                                                                                      ご検討中の方




                                                                                                              • Recent Topics

                                                                                                              • Customize portal email template

                                                                                                                Can i fetch only first name of the user in portal email template instead of the below code Hi ${User.FULL_NAME}
                                                                                                              • Can't we let users decide which options they'd like to add at embed widget?

                                                                                                                It seems embed widget DOES NOT offer a feature, where users can choose options upon subscribing plans. What Zoho has instead, is that admins have to manually create plan with options. How come no one in Zoho dev team never raised issue about usability
                                                                                                              • Reupload and rename from one field to another field (file upload)

                                                                                                                Hi Everyone, Sorry, i have question to use invoke url for rename and reupload attachments file to another field. Tested on development mode. Zoho C6. Refer to https://www.zoho.com/creator/help/api/v2/upload-file.html look my error notification. Does anyone
                                                                                                              • Printing Multi-Page Reports (PDF Export)

                                                                                                                Hi, I am moving a report from Google's Looker Studio to Zoho Analytics and trying to reproduce the Looker page by page dashboard editing experience. With Google, what you see is what you get when you print to PDF. But I can't seem to create the same experience
                                                                                                              • Resume Harvester: New Enhancements for Faster Sourcing

                                                                                                                We’re excited to share a set of enhancements to Resume Harvester that make sourcing faster and more flexible. These updates help you cut down on repetitive steps, manage auto searches more efficiently, and review candidate profiles with ease. Why we built
                                                                                                              • I NEED TO NUMBER TO TEXT NO HERE

                                                                                                                =NUMBERTEXT NEEED
                                                                                                              • Error: View is not present in the workspace

                                                                                                                When saving a dashboard, user receives a popup with the following error. "View is not present in the workspace" What does this mean or refer to? There is no further insight given.
                                                                                                              • Dear Zoho CEO: Business Growth is about how you prioritise!

                                                                                                                All of us in business know that when you get your priorities right, your business grows. Zoho CRM and Zoho Books are excellent products, but sadly, Zoho Inventory continues to lag behind. Just this morning, I received yet another one-sided email about
                                                                                                              • Is there any way to send an Excel received by email to Dataprep?

                                                                                                                Every day I receive an email alert with an Excel file that I want to process through a Dataprep pipeline. To do this, I need to: -Save the file to disk -Open the pipeline -Run the pipeline -Update the source -Several clicks to select and open the saved
                                                                                                              • Bin Locations

                                                                                                                Dear all, I am wondering if someone has the ability to develop the bin locations option for zoho inventory (integrated with zoho books) Regards, Ryan
                                                                                                              • Create and populate a record in an instant: Introducing zero-shot field prompting to Zia's ICR

                                                                                                                A couple of months ago, we upgraded our in-house AI image detection and validation tool, Zia Vision, with intelligent character recognition (ICR). By training Zia with sample images, you could create and enrich CRM records with data extracted from standard
                                                                                                              • How to Prevent Users From Skipping LMS Videos in Zoho People

                                                                                                                How to Prevent Users From Skipping LMS Videos in Zoho People Hello Zoho Developers, In this blog, we will quickly look at how you can stop users from skipping or fast-forwarding videos in Zoho People LMS. Zoho People provides a feature called Disable
                                                                                                              • [Integration Edition] Deluge Learning Series – Custom API with Deluge | November 2025

                                                                                                                We’re excited to conclude this four-month Integration Edition of the Deluge Learning Series: Session 1 – Integrating Zoho Apps with Deluge Using Built-In Integration Tasks Session 2 – Integrating Zoho Apps with Deluge Using invokeURL and invokeAPI Session
                                                                                                              • Automate Backups

                                                                                                                This is a feature request. Consider adding an auto backup feature. Where when you turn it on, it will auto backup on the 15-day schedule. For additional consideration, allow for the export of module data via API calls. Thank you for your consideration.
                                                                                                              • Tips for Organizing Workflows and Improving Team Coordination in Zoho

                                                                                                                Hi everyone, I’m looking for some general advice on how different teams are organizing their daily work within Zoho’s apps. Our team recently expanded, and we’re trying to streamline how tasks, discussions, and documents are shared so everything stays
                                                                                                              • Pre-fill webforms in Recruit

                                                                                                                I don't want to use the career site portal (as I have my own already), but I would like to direct users to the application forms for each role, from my website job pages. Is there a way to pre-fill fields in Recruit application forms, so that I only have
                                                                                                              • Prevent user from viewing all records?

                                                                                                                I have a report that is meant to be used by vendors to view only the records that are assigned to them. All the vendor information is stored in a separate application, so I need to call a function to get the current user's ID (not the zoho user ID). The report settings criteria doesn't support using function calls, so instead I'm embedding the report in an html page like this: if (thisapp.Global.CurrentUserIs("Vendor")) {       personID = common.getLoggedInPersonID();       query = "Assigned_Vendor.ID="
                                                                                                              • Zoho Site pages not displaying in iframes

                                                                                                                I simply want to show a Zoho Site page inside an iframe on another non Zoho website. When testing this across many browsers, the iframe content simply does not appear. IE reports that the host does not allow their content to be displayed in iframes. Very disappointing. Is there a way around this please? Here is the URL of the page I would like to appear in an iframe. http://ips-properties-to-rent.zohosites.com
                                                                                                              • Zoho Inventory as connector in Zoho Creator

                                                                                                                Hello, It doesn't appear that Zoho Inventory is one of the many built in connectors in Zoho Creator? I see that there are non-Zoho inventory applications that have built in connectors such as Cin7, which leads me to believe that I'm missing something
                                                                                                              • Send Zoho Forms Link using Zoho CRM Email Templates

                                                                                                                I have set up Zoho Forms and CRM integration to pre-populate data from Zoho CRM to Zoho Forms. The setup is working fine. I have also created an email template in the Zoho CRM deals module to send Zoho forms links. So when I send an email using that template
                                                                                                              • My go to On Load Client Script - Fast, efficient, and works for ALL profiles; Hides everything except initial fields

                                                                                                                This is my on Load client script that I use for Create pages. I use a modified version for Edit and Display pages which you can create yourself using the same basic structure that I will give you below. First up, the script. Below that will be an explanation
                                                                                                              • Custom Search using HTM+CSS Snippet

                                                                                                                Suppose I wanted to create my own list view using HTML and CSS snippets inside a Page with a custom search input at the top of the list (not the Search snippet). Without Javascript, is there a way to retrieve a user's entry from that search input and
                                                                                                              • Mass Update of Lookup Fields not possible

                                                                                                                Hello List I've created a custom field for Leads and Contacts 'Current Campaign'. This is very Handy as I can filter leads and then related them to a campaign. Everything ready, but then I realized that mass update doesn't work for lookup fields... a
                                                                                                              • Zoho CRM Kiosk Upload Files

                                                                                                                Hello all, We are trying out Kiosks at the moment to see where it can fit best in our business. We are still a bit off in the application but lets say we will sort this out. My question is the following - when I create a Kiosk I can add "File Upload"
                                                                                                              • Double opt-in notifications and customizable confirmation messages for your webforms

                                                                                                                Dear CRM Community, We are excited to announce a major upgrade to our Webforms feature. You can now customize the confirmation message shown to your users who double opt-in from your webform and also customize your confirmation emails when they submit
                                                                                                              • Has Anyone successfully integrated Zoho and Sage Intact?

                                                                                                                Hey all, We’re evaluating Zoho One + Sage Intacct and I’m trying to connect with anyone who has actually implemented the two together.Specifically, I’d love to know: -- Which functions you kept in Zoho vs. Intacct (e.g., Product Catalog, AR/AP, invoicing,
                                                                                                              • Introducing Image Upload Field

                                                                                                                Hello everyone, In this post we will discuss about the benefits and usage of the Image upload field. The field is available for standard and custom modules.  Usage: This field can be used to upload a gallery of images to a record and share the record with peers or customers. The record can be made accessible to users outside of Zoho CRM via Portals, where they can upload the necessary images. Preview, editing, and deleting images: The uploaded images can be directly edited and saved from the record
                                                                                                              • Trigger a Workflow Function if an Attachment (Related List) has been added

                                                                                                                Hello, I have a Case Module with a related list which is Attachment. I want to trigger a workflow if I added an attachment. I've seen some topics about this in zoho community that was posted few months ago and based on the answers, there is no trigger
                                                                                                              • Free webinar alert on November 19 - Email driven strategies - Master personality based styles

                                                                                                                Hello Zoho Community! Want to make email management easier, smarter, and more you? We’ve got just the session for you! Join our interactive, game-based webinar to discover how Zoho Mail adapts to your personality and work style. Learn practical hacks,
                                                                                                              • AI generated meeting notes associated to Account or Deal

                                                                                                                As our organization works to improve efficiency we are looking for a solution to leverage AI to generate meeting notes and then add those notes to a CRM record such as an Account or Deal. I see Zoho has a Notebook AI offering that talks about the ability
                                                                                                              • due date on cheue

                                                                                                                how to handle cheque in zoho books for customers and vendors including due date
                                                                                                              • Zoho CRM Portal Field Level Permission Issue

                                                                                                                Hi Support Team, I am using the Zoho CRM Portal and configuring field-level editing permissions. However, we are unable to restrict portal users from editing certain fields. We have created a portal and provided View and Edit (Shared Only) access for
                                                                                                              • 'Statement of Accounts does not exist' error received, when creating PO using api in Zoho Inventory

                                                                                                                Here is request json -- JSONString = { "date": "2019-09-24", "purchaseorder_number": "PO-6-1", "delivery_date": null, "delivery_org_address_id": 36221200000056XXX, "vendor_id": 362212000000564XXX, "attention": "Testing", "line_items": [{ "unit": "Pieces", "account_id": 36221200000003XXX, "quantity": 1, "item_id": 362212000000049XXX, "tax_type": "", "tax_name": "", "name": "One HD", "purchase_rate": 85, "tax_percentage": 0, "item_total": 85.00, "tax_id": "", "warehouse_id": 362212000000564XXX }] }
                                                                                                              • Zoho Projects API 100 requests/2 min. Limit

                                                                                                                Hi Requesting clarification on the API documentation. "You can invoke or call an API for 100 times in a span of two minutes. If you invoke more than 100 times, the particular API request will be locked for the next 30 minutes. " Does this limit apply
                                                                                                              • Integrate your Outlook/ Office 365 inbox with Zoho CRM via Graph API

                                                                                                                Hello folks, In addition to the existing IMAP and POP options, you can now integrate your Outlook/Office 365 inbox with Zoho CRM via Graph API. Why did we add this option? Microsoft Graph API offers a single endpoint to access data from across Microsoft’s
                                                                                                              • Zoho Projects - Attachments added to Task and Bug emails are not saved

                                                                                                                Hi Projects team, I have been experimenting with emails into projects to create tasks and bugs. I have noticed that attachments added to the emails are not saved to the task or bug. Is this normal behaviour? Thanks, Ashley
                                                                                                              • Zoho Inventory's latest shipping integration updates at a glance.

                                                                                                                Hello Users, We would like to share some important news about our latest improvements in the Shipping integration capabilities of Zoho Inventory that we achieved in 2024 with some of our major integration partners in key editions across APAC, North America,
                                                                                                              • Sorting a list of record acquired from the zoho.crm.searchRecords function.

                                                                                                                This is something for which I'm trying to figure out a straightforward way to do. The searchRecords does a great job fetching me the records that I want. However, in some cases, where it returns multiple records, I want it to sort the returned list by date of creation of that record, so that when I do records.get(0), I get the most recent record.  As an example, here's my sample pseudo code: records = zoho.crm.searchRecords("Clients", "Office_Number:equals:123456"); Now the "records" list above contains
                                                                                                              • Zoho Inventory Custom Field Update

                                                                                                                Hello All, In this post I am describing how can we Update the Custom Field Value in Zoho Inventory. // Get Org ID orgid = organization.get("organization_id"); // Field Value resvp = ifnull(item.get("purchase_rate"),null); // Record ID iid = item.get("item_id");
                                                                                                              • Deprecation of the Zoho OAuth connector

                                                                                                                Hello everyone, At Zoho, we continuously evaluate our integrations to ensure they meet the highest standards of security, reliability, and compliance. As part of these ongoing efforts, we've made the decision to deprecate the Zoho OAuth default connector
                                                                                                              • Next Page