Datasets:
task_id stringlengths 5 9 | domain stringclasses 6
values | user_intent stringlengths 14 101 | steps listlengths 2 7 | final_state stringlengths 59 180 | difficulty_level stringclasses 3
values |
|---|---|---|---|---|---|
TASK-001 | E-commerce | Place an order for a pair of shoes | [
{
"step_number": 1,
"action": "User navigates to the shoes section of the website and selects a pair of shoes",
"reasoning": "Users typically browse through different categories to find products they are interested in purchasing. In this case, the user is looking for shoes."
},
{
"step_number":... | The order is placed successfully and the user is redirected to a thank you page. | medium |
TASK-002 | E-commerce | Search for a specific product | [
{
"step_number": 1,
"action": "User searches for 'running shoes' in the search bar",
"reasoning": "Users often use search functionalities to find specific products they are looking for, especially if they have a specific product in mind."
},
{
"step_number": 2,
"action": "User filters the s... | The order is placed successfully and the user is redirected to a thank you page. | medium |
TASK-003 | E-commerce | Place an order for groceries | [
{
"step_number": 1,
"action": "User navigates to the grocery section of the website and selects items",
"reasoning": "Users typically browse different sections of the website to find the products they need, especially for grocery orders."
},
{
"step_number": 2,
"action": "User adds items to ... | The order is placed successfully and the user receives a confirmation message. | medium |
TASK-004 | E-commerce | View product reviews | [
{
"step_number": 1,
"action": "User clicks on the 'View Reviews' button on a product page",
"reasoning": "Users often want to see other customers' feedback before making a purchase, which is why the 'View Reviews' button is usually prominently displayed on product pages."
},
{
"step_number": 2,
... | The user decides whether to proceed with the purchase based on the reviews they read. | easy |
TASK-005 | E-commerce | Manage order status | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the order history section",
"reasoning": "Users often need to check the status of their orders, orders, especially if they are tracking a specific order. The order history section is usually a prominent part of their account d... | The user views the order details and can update their account information if necessary. | medium |
TASK-006 | E-commerce | Cancel an order | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the order history section",
"reasoning": "Users often need to check their order history to locate the order they want to cancel. The order history section is a common place to find this information."
},
{
"step_number"... | The user receives a confirmation message that their order has been successfully canceled. | medium |
TASK-007 | E-commerce | Track an order | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the order tracking section",
"reasoning": "Users often need to track the status of their orders, orders, especially if they are concerned about the delivery process. The order tracking section is usually a prominent part of th... | The user views the order's delivery status and can update their account information if necessary. | medium |
TASK-008 | E-commerce | Change shipping address | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the shipping address section",
"reasoning": "Users often need to update their shipping address, especially if they want to change it for a specific order. The shipping address section is usually a prominent part of their accoun... | The user receives a confirmation message that their shipping address has been successfully updated. | medium |
TASK-009 | E-commerce | Change payment method | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the payment section",
"reasoning": "Users often need to update their payment information, information, especially if they want to change their preferred method. The payment section is usually a prominent part of their account ... | The user receives a confirmation message that their payment method has been successfully updated. | medium |
TASK-010 | E-commerce | Manage order preferences | [
{
"step_number": 1,
"action": "User logs into their account and navigates to the order preferences section",
"reasoning": "Users often need to manage their order preferences, such as their shipping address, payment method, and delivery options. The order preferences section is usually a prominent part ... | The user receives a confirmation message that their order preferences have been successfully updated. | medium |
T-001 | Healthcare | Reschedule a future appointment due to unexpected travel | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Appointments' section",
"reasoning": "Users need to access their appointment schedule to find the appointment that needs rescheduling."
},
{
"step_number": 2,
"action": "Locate the appointment in question and cl... | The patient's portal displays the updated appointment schedule with the new date and time | medium |
T-002 | Healthcare | Cancel an appointment due to illness | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Appointments' section",
"reasoning": "Users need to access their appointment schedule to find the appointment that needs cancellation."
},
{
"step_number": 2,
"action": "Locate the appointment in question and cl... | The patient's portal displays the updated appointment schedule without the canceled appointment | medium |
T-003 | Healthcare | Request a new appointment with a specialist | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'Book Appointment' option",
"reasoning": "Users need to start the appointment booking process to find a specialist."
},
{
"step_number": 2,
"action": "Select the 'Specialist Appointment' option",
"reasoning": "U... | The patient's portal confirms the new appointment with the specialist and sends the appointment details to the user and the specialist | medium |
T-004 | Healthcare | Get an appointment with a new doctor | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Appointments' section",
"reasoning": "Users need to access their existing appointments to find an available date and time."
},
{
"step_number": 2,
"action": "Locate an available date and time by scrolling throug... | The patient's portal confirms the new appointment with the new doctor and sends the appointment details to the user and the new doctor | medium |
T-005 | Healthcare | Reschedule a recurring appointment | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Recurring Appointments' section",
"reasoning": "Users need to access their recurring appointments to find the one that needs rescheduling."
},
{
"step_number": 2,
"action": "Locate the recurring appointment in ... | The patient's portal displays the updated appointment schedule with the new date and time for the recurring appointment | medium |
T-006 | Healthcare | Request a consultation with a specialist | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'Request a Consultation' option",
"reasoning": "Users need to access the consultation request function to find a specialist."
},
{
"step_number": 2,
"action": "Select the 'Specialist Consultation' option",
"reas... | The patient's portal confirms the consultation request with the specialist and sends the request details to the user and the specialist | medium |
T-007 | Healthcare | Request a prescription refill | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Medications' section",
"reasoning": "Users need to access their medication history to find the prescription they need to refill."
},
{
"step_number": 2,
"action": "Locate the prescription in question and click o... | The patient's portal confirms the prescription refill request and sends the request details to the user and the pharmacy | medium |
T-008 | Healthcare | Request a new medication | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'My Medications' section",
"reasoning": "Users need to access their medication history to find the type of medication they need to request."
},
{
"step_number": 2,
"action": "Locate the 'Add Medication' option and c... | The patient's portal confirms the new medication request and sends the request details to the user and the pharmacy | medium |
T-009 | Healthcare | Request a consultation with a specialist for a new diagnosis | [
{
"step_number": 1,
"action": "Navigate to the patient portal and select the 'Request a Consultation' option",
"reasoning": "Users need to access the consultation request function to find a specialist."
},
{
"step_number": 2,
"action": "Select the 'Specialist Consultation' option",
"reas... | The patient's portal confirms the consultation request with the specialist and sends the request details to the user and the specialist | medium |
TASK-001 | Banking | Request a transfer from my savings account to my checking account | [
{
"step_number": 1,
"action": "Open the banking app on my smartphone",
"reasoning": "The user needs to access the banking app to initiate the transfer from their device."
},
{
"step_number": 2,
"action": "Select the 'Transfer Funds' option from the app menu",
"reasoning": "This action i... | The transfer is initiated and the savings account is debited while the checking account is credited with the specified amount. | easy |
TASK-002 | Banking | Request a transfer from my primary account to a secondary account | [
{
"step_number": 1,
"action": "Sign in to the online banking portal using my credentials",
"reasoning": "The user needs to access their online banking portal to initiate the transfer."
},
{
"step_number": 2,
"action": "Navigate to the 'Transfer Funds' section in the portal",
"reasoning"... | The transfer is initiated and the primary account is debited while the secondary account is credited with the specified amount. | medium |
TASK-003 | Banking | Request a transfer from my corporate account to my personal account | [
{
"step_number": 1,
"action": "Log into the corporate banking account via the provided credentials",
"reasoning": "The user needs to access their corporate banking account to initiate the transfer."
},
{
"step_number": 2,
"action": "Select the 'Transfer Funds' option from the account dashboa... | The transfer is initiated and the corporate account is debited while the personal account is credited with the specified amount. | medium |
TASK-004 | Banking | Request a transfer from my primary account to a new secondary account | [
{
"step_number": 1,
"action": "Open the banking app and log in using my credentials",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Navigate to the 'Transfer Funds' section and select 'New Account'",
"reasoning": "Th... | The transfer is initiated and the primary account is debited while the new secondary account is credited with the specified amount. | medium |
TASK-005 | Banking | Request a transfer from my account to a friend's account using a QR code | [
{
"step_number": 1,
"action": "Open the banking app and select the 'Transfer Funds' option",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the recipient's account number and the transfer amount",
"reasoning": "... | The transfer is initiated and the source account is debited while the friend's account is credited with the specified amount. | easy |
TASK-006 | Banking | Request a transfer from my corporate account to a personal account with a manual review process | [
{
"step_number": 1,
"action": "Log into the corporate banking account and navigate to the 'Transfer Funds' section",
"reasoning": "The user needs to access their corporate banking account to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the personal account number and the t... | The transfer is initiated and the corporate account is debited while the personal account is credited with the specified amount after the manual review process is completed. | hard |
TASK-007 | Banking | Request a transfer from my account to a friend's account using a pre-uploaded QR code | [
{
"step_number": 1,
"action": "Open the banking app and select the 'Transfer Funds' option",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the recipient's account number and the transfer amount",
"reasoning": "... | The transfer is initiated and the source account is debited while the friend's account is credited with the specified amount. | medium |
TASK-008 | Banking | Request a transfer from my personal account to a corporate account with a multi-step approval process | [
{
"step_number": 1,
"action": "Open the banking app and select the 'Transfer Funds' option",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the corporate account number and the transfer amount",
"reasoning": "En... | The transfer is initiated and the personal account is debited while the corporate account is credited with the specified amount after the multi-step approval process is completed. | hard |
TASK-009 | Banking | Request a transfer from my personal account to a corporate account with a manual review process | [
{
"step_number": 1,
"action": "Open the banking app and select the 'Transfer Funds' option",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the corporate account number and the transfer amount",
"reasoning": "En... | The transfer is initiated and the personal account is debited while the corporate account is credited with the specified amount after the manual review process is completed. | medium |
TASK-0010 | Banking | Request a transfer from my personal account to a corporate account with an automatic approval process | [
{
"step_number": 1,
"action": "Open the banking app and select the 'Transfer Funds' option",
"reasoning": "The user needs to access their banking app to initiate the transfer."
},
{
"step_number": 2,
"action": "Enter the corporate account number and the transfer amount",
"reasoning": "En... | The transfer is initiated and the personal account is debited while the corporate account is credited with the specified amount after the automatic approval process is completed. | easy |
TASK-001 | SaaS | Set up a trial account and understand basic features. | [
{
"step_number": 1,
"action": "Navigate to the website and click on 'Try It Free' button.",
"reasoning": "Users need to start their journey by visiting the website and initiating the free trial to explore the platform."
},
{
"step_number": 2,
"action": "Fill out the registration form with em... | User has a trial account and can navigate the dashboard with basic features. | easy |
TASK-002 | SaaS | Get help with setting up API keys and understanding API documentation. | [
{
"step_number": 1,
"action": "Open the API documentation section on the website.",
"reasoning": "Users need to find the section that provides information on API keys and how to use them."
},
{
"step_number": 2,
"action": "Search for API key setup in the documentation.",
"reasoning": "Us... | User has successfully created an API key and can integrate and test it in their application. | medium |
TASK-003 | SaaS | Request a support ticket for API issues. | [
{
"step_number": 1,
"action": "Navigate to the support page on the website.",
"reasoning": "Users need to find the support contact option to get assistance."
},
{
"step_number": 2,
"action": "Fill out the support form with details about the API issue.",
"reasoning": "Users need to provi... | User has successfully received a solution for their API issue and can continue using the SaaS. | medium |
TASK-004 | SaaS | Set up automated workflows using Zapier integration. | [
{
"step_number": 1,
"action": "Navigate to the Zapier integration section on the SaaS website.",
"reasoning": "Users need to access the Zapier integration to set up automated workflows."
},
{
"step_number": 2,
"action": "Select an event to trigger the automation.",
"reasoning": "Users ne... | User has set up an automated workflow using Zapier integration and can monitor its progress. | medium |
TASK-005 | SaaS | Change billing information and subscription plan. | [
{
"step_number": 1,
"action": "Log into the SaaS account.",
"reasoning": "Users need to access their account to make changes to their billing information."
},
{
"step_number": 2,
"action": "Navigate to the billing section.",
"reasoning": "Users need to find the section related to billing... | User has successfully updated their billing information and subscription plan. | medium |
TASK-006 | SaaS | Get help with setting up custom dashboards. | [
{
"step_number": 1,
"action": "Navigate to the custom dashboard section on the website. website.",
"reasoning": "Users need to find the section where custom dashboards are set up."
},
{
"step_number": 2,
"action": "Select a dashboard template or create a new one.",
"reasoning": "Users ne... | User has created a custom dashboard and can view and use it for their needs. | medium |
TASK-007 | SaaS | Request a support ticket for integration issues. | [
{
"step_number": 1,
"action": "Open the support page on the SaaS website.",
"reasoning": "Users need to access the support page to reach out to the support team for help."
},
{
"step_number": 2,
"action": "Fill out the support form with details about the integration issue.",
"reasoning":... | User has successfully received a solution for their integration issue and can continue using the SaaS. | medium |
TASK-008 | SaaS | Request a support ticket for API authentication issues. issues. | [
{
"step_number": 1,
"action": "Open the support page on the SaaS website.",
"reasoning": "Users need to access the support page to reach out to the support team for help."
},
{
"step_number": 2,
"action": "Fill out the support form with details about the API authentication issue.",
"reas... | User has successfully received a solution for their API authentication issue and can continue using the SaaS. | medium |
TASK-009 | SaaS | Request a support ticket for custom API development. | [
{
"step_number": 1,
"action": "Open the support page on the SaaS website.",
"reasoning": "Users need to access the support page to reach out to the support team for help."
},
{
"step_number": 2,
"action": "Fill out the support form with details about the custom API development request.",
... | User has successfully received a solution for their custom API development request and can continue using the SaaS. | hard |
TASK-0010 | SaaS | Request a support ticket for integration issues. | [
{
"step_number": 1,
"action": "Navigate to the support page on the SaaS website.",
"reasoning": "Users need to access the support page to reach out to the support team for help."
},
{
"step_number": 2,
"action": "Fill out the support form with details about the integration issue.",
"reas... | User has successfully received a solution for their integration issue and can continue using the SaaS. | medium |
TASK-001 | HR | Submit payroll data for the month of January | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module is where payroll data is entered and processed."
},
{
"step_number": 2,
"action": "Select 'New Pay Period' button",
"reasoning": "Selecting the correct period is crucial to ensure the payrol... | Payroll data for January has been submitted and is awaiting approval. | medium |
TASK-002 | HR | Calculate and approve salaries for the month of January | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module contains the tools needed to calculate and approve salaries."
},
{
"step_number": 2,
"action": "Select 'Calculate Payroll' button",
"reasoning": "This button automatically calculates the pay... | Salaries for the month of January have been calculated and approved. | medium |
TASK-003 | HR | Generate payroll reports for the month of January | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "This module is where payroll reports are generated and accessed."
},
{
"step_number": 2,
"action": "Select 'Payroll Reports' option",
"reasoning": "Payroll reports provide detailed information about the payrol... | Payroll reports for January have been generated and are ready for review. | medium |
TASK-004 | HR | Submit payroll data for the month of February | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module is where payroll data is entered and processed."
},
{
"step_number": 2,
"action": "Select 'New Pay Period' button",
"reasoning": "Selecting the correct period is crucial to ensure the payrol... | Payroll data for February has been submitted and is awaiting approval. | medium |
TASK-005 | HR | Calculate and approve salaries for the month of February | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module contains the tools needed to calculate and approve salaries."
},
{
"step_number": 2,
"action": "Select 'Calculate Payroll' button",
"reasoning": "This button automatically calculates the pay... | Salaries for the month of February have been calculated and approved. | medium |
TASK-006 | HR | Generate payroll reports for the month of February | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "This module is where payroll reports are generated and accessed."
},
{
"step_number": 2,
"action": "Select 'Payroll Reports' option",
"reasoning": "Payroll reports provide detailed information about the payrol... | Payroll reports for February have been generated and are ready for review. | medium |
TASK-007 | HR | Submit payroll data for the month of March | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module is where payroll data is entered and processed."
},
{
"step_number": 2,
"action": "Select 'New Pay Period' button",
"reasoning": "Selecting the correct period is crucial to ensure the payrol... | Payroll data for March has been submitted and is awaiting approval. | medium |
TASK-008 | HR | Calculate and approve salaries for the month of March | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module contains the tools needed to calculate and approve salaries."
},
{
"step_number": 2,
"action": "Select 'Calculate Payroll' button",
"reasoning": "This button automatically calculates the pay... | Salaries for the month of March have been calculated and approved. | medium |
TASK-009 | HR | Generate payroll reports for the month of March | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "This module is where payroll reports are generated and accessed."
},
{
"step_number": 2,
"action": "Select 'Payroll Reports' option",
"reasoning": "Payroll reports provide detailed information about the payrol... | Payroll reports for March have been generated and are ready for review. | medium |
TASK-010 | HR | Submit payroll data for the month of April | [
{
"step_number": 1,
"action": "Open HR software payroll module",
"reasoning": "The payroll module is where payroll data is entered and processed."
},
{
"step_number": 2,
"action": "Select 'New Pay Period' button",
"reasoning": "Selecting the correct period is crucial to ensure the payrol... | Payroll data for April has been submitted and is awaiting approval. | medium |
TASK-001 | Real Estate | List a new property for sale | [
{
"step_number": 1,
"action": "Navigate to the property listing page",
"reasoning": "Users need to access the property listing section to add a new property listing."
},
{
"step_number": 2,
"action": "Enter property details",
"reasoning": "Users must provide essential information such a... | The new property listing is published on the website and available for viewing by potential buyers. | easy |
TASK-002 | Real Estate | Edit a property listing | [
{
"step_number": 1,
"action": "Navigate to the property listing page",
"reasoning": "Users need to access the property listing to make changes."
},
{
"step_number": 2,
"action": "Update property details",
"reasoning": "Users must update information such as property address, type, price, ... | The updated property listing is published on the website and available for viewing by potential buyers. | medium |
TASK-003 | Real Estate | Search for available properties | [
{
"step_number": 1,
"action": "Navigate to the property search page",
"reasoning": "Users need to access the property search section to look for available listings."
},
{
"step_number": 2,
"action": "Set search filters",
"reasoning": "Users must specify criteria such as location, price r... | The user has reviewed the available properties and has selected a property for more details. | easy |
TASK-004 | Real Estate | Manage property listings | [
{
"step_number": 1,
"action": "Navigate to the property listing management page",
"reasoning": "Users need to access the property listing management section to manage their listings."
},
{
"step_number": 2,
"action": "Review all active listings",
"reasoning": "Users must check all activ... | The user has reviewed all active listings, marked one as sold, deleted another, and saved their changes. | medium |
TASK-005 | Real Estate | Report a property issue | [
{
"step_number": 1,
"action": "Navigate to the property issue reporting page",
"reasoning": "Users need to access the property issue reporting section to report any problems with a property."
},
{
"step_number": 2,
"action": "Select the property",
"reasoning": "Users must choose the prop... | The user has reported a property issue and is monitoring its resolution. | medium |
TASK-006 | Real Estate | Calculate property taxes | [
{
"step_number": 1,
"action": "Navigate to the property tax calculation page",
"reasoning": "Users need to access the property tax calculation section to estimate their taxes."
},
{
"step_number": 2,
"action": "Enter property details",
"reasoning": "Users must provide essential informati... | The user has calculated their property taxes for the specified year. | easy |
TASK-007 | Real Estate | Manage property maintenance | [
{
"step_number": 1,
"action": "Navigate to the property maintenance page",
"reasoning": "Users need to access the property maintenance section to manage the maintenance of their properties."
},
{
"step_number": 2,
"action": "Select the property",
"reasoning": "Users must choose the prope... | The user has managed the maintenance tasks for their property and is monitoring their progress. | medium |
TASK-008 | Real Estate | Manage property contracts | [
{
"step_number": 1,
"action": "Navigate to the property contract management page",
"reasoning": "Users need to access the property contract management section to manage their property contracts."
},
{
"step_number": 2,
"action": "Review all active contracts",
"reasoning": "Users must che... | The user has reviewed all active contracts, updated one, and saved their changes. | medium |
TASK-009 | Real Estate | Manage property inspections | [
{
"step_number": 1,
"action": "Navigate to the property inspection page",
"reasoning": "Users need to access the property inspection section to schedule and manage their property inspections."
},
{
"step_number": 2,
"action": "Select the property",
"reasoning": "Users must choose the pr... | The user has scheduled and monitored a property inspection. | easy |
TASK-010 | Real Estate | Manage property listings with multiple users | [
{
"step_number": 1,
"action": "Navigate to the property listing management page",
"reasoning": "Users need to access the property listing management section to manage their listings with other users."
},
{
"step_number": 2,
"action": "Assign the listing to other users",
"reasoning": "Us... | The user has assigned the listing to other users, granted access, and is monitoring the listing status. | medium |
Agentic AI Workflow Dataset (Sample)
Overview
A human-verified, synthetic dataset of step-by-step workflow logs designed for training Agentic AI models. Each record includes detailed Chain-of-Thought (CoT) reasoning chains for autonomous software navigation and task execution.
Dataset Details
- Size: 59 workflow logs (Sample of a larger 5,000+ record dataset)
- Domains: E-commerce, Healthcare, Banking, SaaS, HR, Real Estate
- Format: JSONL (JSON Lines)
- Verification: Human-reviewed for logical consistency and terminal artifact removal.
Data Schema
Each JSON object contains:
task_id: Unique identifierdomain: Industry/categoryuser_intent: The specific goal the user wants to achievesteps: Array of actions, each containing astep_number,action, andreasoningfinal_state: System state after completiondifficulty_level: easy / medium / hard
Use Cases
- Fine-tuning LLMs for agentic workflows and autonomous software navigation
- Reinforcement Learning from Human Feedback (RLHF) for reasoning chains
- Training AI agents to understand UI/UX logic and step-by-step execution
- Benchmarking AI reasoning capabilities across multiple enterprise domains
Licensing
- Free: Academic and research use.
- Commercial: Available for AI model training and enterprise deployment. Contact for custom dataset generation and full licensing.
Contact
For full dataset access, custom domain generation, or commercial licensing: hello@truzot.com
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