pilot_features

The 317 pilot statements (strong-model extractor), used for Table 1 and the calibration.

Data license: Not yet licensed — internal review only · Data source: Ahmed ElBatanony, Innopolis University

322 rows

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app_id 8

verification 4

feature_id ▼ app_id statement excerpt source_url extracted_by verification
F1-P01-001 F1-P01 The system lets a user create bank and cash accounts Create unlimited bank and cash accounts and track their opening and current balances. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-002 F1-P01 The system lets a user see the opening and current balance of each bank or cash account Create unlimited bank and cash accounts and track their opening and current balances. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-003 F1-P01 The system lets a user manage the finances of several companies from one administration panel Manage the finances of multiple companies from one admin panel. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-004 F1-P01 The system lets an administrator assign users to companies Assign users to different companies. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-005 F1-P01 The system lets a user view financial reports Get detailed financial reports to help you better visualize all the information you need to improve your business. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-006 F1-P01 The system lets a client see the transactions and invoices shared with them through a portal Share the transactions and invoices with your clients and accept bulk payments, online. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-007 F1-P01 The system lets a client pay several invoices at once online Share the transactions and invoices with your clients and accept bulk payments, online. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-008 F1-P01 The system automatically creates invoices, revenues, bills and payments for ongoing jobs on a recurring basis Automatically create invoices, revenues, bills, and payments for ongoing jobs. With just a click. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P01-009 F1-P01 The system lets a user see a customer's profile, address, transactions and paid, open and overdue totals See the customer profile, address, list of transactions, and paid, open, and overdue totals at a glance. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-010 F1-P01 The system lets a user record a non-billable expense as a payment so account balances stay current Add non-billable expenses as payments in order to keep your bank/cash account balances up-to-date. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-011 F1-P01 The system lets a user define named tax rates Set up different names for each tax, and link specific taxes to specific products or transactions to save you time. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-012 F1-P01 The system lets a user link a tax rate to a product or a transaction Set up different names for each tax, and link specific taxes to specific products or transactions to save you time. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-013 F1-P01 The system lets a user issue invoices and record expenses in any currency Send invoices and add expenses in any currency and let the system convert them in your main currency. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-014 F1-P01 The system automatically converts foreign-currency amounts into the main currency when an invoice or expense is entered in another currency Send invoices and add expenses in any currency and let the system convert them in your main currency. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P01-015 F1-P01 The system lets a user give a client a discount on the usual price Encourage client loyalty with your work by giving them a discount from the usual cost. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-016 F1-P01 The system lets a user attach files or receipts to invoices, expenses and payments Attach your business files and/or receipts to invoices, expenses, payments for original evidence. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-017 F1-P01 The system lets a user categorise incomes, expenses and items Create categories for incomes, expenses and items and see the flow of your business at a glance. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-018 F1-P01 The system lets a user see income and expense flow by category Create categories for incomes, expenses and items and see the flow of your business at a glance. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-019 F1-P01 The system lets a user enable, disable, export or delete several records at once Enable, disable, export, and delete records easily in batch mode. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-020 F1-P01 The system lets a user create dashboards and widgets Create dashboards/widgets that serve different purposes and share them with your staff/accountant. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-021 F1-P01 The system lets a user share a dashboard with staff or an accountant Create dashboards/widgets that serve different purposes and share them with your staff/accountant. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-022 F1-P01 The system lets a user send an invoice to a client Send professional invoices to clients and start accepting online payments, no commission/transaction fee. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-023 F1-P01 The system lets a client pay an invoice online Send professional invoices to clients and start accepting online payments, no commission/transaction fee. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-024 F1-P01 The system lets a user record a deposit to an account Add deposits to and transfers between accounts and keep the balance of your bank accounts active. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-025 F1-P01 The system lets a user record a transfer between accounts Add deposits to and transfers between accounts and keep the balance of your bank accounts active. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-026 F1-P01 The system lets a user create vendors Create vendors so you could assign bills and payments to them and later filter their transactions easily. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-027 F1-P01 The system lets a user assign bills and payments to a vendor Create vendors so you could assign bills and payments to them and later filter their transactions easily. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-028 F1-P01 The system lets a user filter transactions by vendor Create vendors so you could assign bills and payments to them and later filter their transactions easily. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-029 F1-P01 The system lets a user create clients Create clients and send invoices to them. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-030 F1-P01 The system lets a user give a client a password to access the client portal You can also set a password so they could to access the client portal. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-031 F1-P01 The system lets a user create and manage bills to be paid Create and manage bills so your finances are always accurate and healthy. Know what and when to pay. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-032 F1-P01 The system lets a user see which bills are due and when Know what and when to pay. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-033 F1-P01 The system lets a user switch the interface language Manage your finances in your language. Switch between languages easily, instantly. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-034 F1-P01 The system lets an administrator configure permissions per role Configure permissions on a Role level to protect and simplify their management experience. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-035 F1-P01 The system lets a user customise the content of emails sent to customers Customize the content of emails sent to your customers as you wish. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P01-036 F1-P01 The system lets an administrator install extensions from within the administration panel Extend Akaunting without leaving the admin panel, you can install or purchase anything. https://akaunting.com/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-001 F1-P02 The system lets an administrator review a log of administrative changes Document administrative changes transparently and in a tamper-proof manner https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-002 F1-P02 The system automatically detects the language of a ticket when it arrives Zammad auto-detects the language of incoming tickets https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-003 F1-P02 The system automatically routes a ticket to a team based on its detected language giving you the power to trigger the right responses, route conversations to the right team https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-004 F1-P02 The system lets an agent work through a checklist of steps on a ticket the checklist function helps you to keep an eye on everything without having to switch between different tools. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-005 F1-P02 The system lets a user see who changed a ticket and when the ticket history can be used to track who made which changes at what time. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-006 F1-P02 The system lets agents and customers look up articles in a knowledge base Zammad has an extensive knowledge base. It makes sure everyone is always in the picture - whether they’re an agent or a customer. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-007 F1-P02 The system lets a user publish knowledge-base articles in several languages Depending on your plan even in several languages! https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-008 F1-P02 The system lets an external system read and write helpdesk data through an API Link programs quickly, easily, and straightforwardly through a REST API and get real-time information on all your channels and operations. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-009 F1-P02 The system lets an administrator add custom fields to tickets, users and organizations Zammad allows you to create individual fields - such as specific dates or query classifications. And best of all, it works not only for tickets but also for users and organizations. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-010 F1-P02 The system automatically displays changes to a ticket or other object to all users immediately when a colleague makes them Changes to objects (e.g. changing a status or adding a note) are immediately displayed in Zammad. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-011 F1-P02 The system lets an administrator define ticket overviews per team, with their columns, properties and permissions Create individual overviews - specifically for your different teams. Numbers, names, columns, properties, and permissions can be defined by the administrator. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-012 F1-P02 The system lets an agent chat with a customer in real time via our smart chat, your support team can solve customer queries 7x faster than via conventional email. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-013 F1-P02 The system lets a user choose the interface language Simply select your preferred interface language and avoid misunderstandings. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed
F1-P02-014 F1-P02 The system lets a user define email signatures and add a company logo Design your signatures freely and add your company logo to the platform. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 confirmed

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CREATE TABLE [pilot_features] ([feature_id] TEXT PRIMARY KEY, [app_id] TEXT, [statement] TEXT, [excerpt] TEXT, [source_url] TEXT, [extracted_by] TEXT, [verification] TEXT);