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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

33 rows where verification = "corrected"

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app_id 4

  • F2-P01 16
  • F1-P02 12
  • F2-P02 3
  • F1-P01 2

verification 1

  • corrected · 33 ✖
feature_id ▼ app_id statement excerpt source_url extracted_by verification
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-P01-014 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-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-P02-010 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-P02-016 F1-P02 The system automatically saves a user's latest work when they close without saving, so it can be edited from other devices Your latest work is automatically saved and can also be edited from other devices. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-052 F1-P02 The system automatically warns an agent when another agent is editing the same ticket our conflict warning directly indicates when multiple agents are editing the same ticket. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-054 F1-P02 The system automatically adds overdue tickets and pending reminders to an external calendar This way overdue tickets and pending reminders are automatically added to your calendar. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-059 F1-P02 The system automatically sends trigger notifications by SMS when a trigger fires receive (unidirectional) trigger notifications. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-060 F1-P02 The system lets an administrator define a guaranteed reaction or solution time for certain customers Would you like to guarantee certain customers a specific reaction or solution time? Zammad helps you to meet and evaluate it. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-068 F1-P02 The system automatically warns an agent of a possible duplicate ticket when a ticket is being created Zammad automatically recognises duplicates and warns you directly during ticket creation https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-069 F1-P02 The system automatically notifies a team in an external chat tool when a new ticket arrives you can automatically receive a message in Microsoft Teams when there is a new ticket. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F1-P02-073 F1-P02 The system lets an administrator decide when an AI agent runs: via a trigger, a scheduler job or an on-demand macro decide when they run—via triggers, scheduler jobs, or on-demand macros. https://zammad.com/en/product/features llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-001 F2-P01 The system automatically sends a Google review request to a customer when a job closes, a visit is completed or the final invoice is paid Jobber will automatically ask for a Google review at the time that makes the most sense for your business: when a job closes, when a visit is completed, or when the final invoice is paid. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-017 F2-P01 The system automatically applies a customer's referral credit to their next invoice their referral credit will automatically be applied to their invoice https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-019 F2-P01 The system automatically records a referral when it comes through a customer's referral link When a referral comes through a customer’s referral link, it will be automatically recorded https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-026 F2-P01 The system automatically sends a follow-up to customers who have not responded to a quote Jobber automatically sends a follow up to customers you haven’t heard back from https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-032 F2-P01 The system automatically notifies a user when it is time to invoice a job, after each visit, when the job is complete, or monthly Jobber lets you know when it’s time to invoice each job, whether that’s after each visit, when the job is complete, or at the same time every month. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-034 F2-P01 The system automatically sends a customised email or text reminder to customers with an outstanding invoice Jobber automatically sends a customized email or text follow-up to customers, reminding them to pay their outstanding invoice. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-036 F2-P01 The system automatically schedules the job, assigns an available team member and notifies the business when an online booking is made When a booking is made, Jobber will automatically schedule the job, assign an available team member, and notify you—no action required. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-041 F2-P01 The system automatically emails a confirmation to the business and the customer when a booking is made When a booking is made, you and the customer will receive confirmations by email. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-055 F2-P01 The system automatically notifies an employee on their phone when their current workday schedule is changed When you make a schedule change to an employee’s current workday, they’ll get a notification on their phone with all the details. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-056 F2-P01 The system automatically sends email or text visit reminders to clients Jobber automatically sends email or text reminders that prepare your clients for the visit. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-060 F2-P01 The system automatically tracks a team member's time on the job, or reminds them to track it, when they are near a client's property Let your team automatically track time on the job—or receive time tracking reminders—when near a client’s property https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-068 F2-P01 The system automatically notifies a user when a customer approves or requests changes to a quote online Customers can approve or request changes to quotes online in client hub, and you’ll get notified when it happens. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-071 F2-P01 The system automatically prompts customers to share booking links with friends and family Jobber prompts customers to share booking links with their friends and family https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-074 F2-P01 The system automatically notifies a user when a client submits a request, views a quote or sends a text message Jobber notifies you whenever a client submits a new request, views a quote, or sends you a text message https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-082 F2-P01 The system automatically charges a customer's card saved on file for recurring work Jobber automatically charges customer cards saved on file—perfect for recurring work. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P01-094 F2-P01 The system automatically calculates labour costs for a job from a team member's tracked visit hours and labour rate their labor rate and hours will be automatically calculated as labor costs for the job. https://www.getjobber.com/features/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P02-009 F2-P02 The system lets a user delegate routine work such as generating reports and building schedules to AI Let AI handle routine work, from generating reports to building schedules. https://www.bamboohr.com/hris-software/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P02-010 F2-P02 The system automatically flags employees who are retention risks flagging retention risks before they become problems https://www.bamboohr.com/hris-software/ llm:claude-opus-5-5@2026-10-17 corrected
F2-P02-012 F2-P02 The system automatically records each hire, promotion and departure in a historical timeline of the organisation Every hire, promotion, and departure updates your records, creating a rich historical timeline of your organization as it evolves. https://www.bamboohr.com/hris-software/ llm:claude-opus-5-5@2026-10-17 corrected

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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);
Powered by Datasette · Queries took 38.538ms · Data license: Not yet licensed — internal review only · Data source: Ahmed ElBatanony, Innopolis University