{"database": "pub10", "table": "pilot_features", "is_view": false, "human_description_en": "where verification = \"corrected\"", "rows": [["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\u2014via 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\u2019s 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\u2019t 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\u2019s time to invoice each job, whether that\u2019s 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\u2014no 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\u2019s current workday, they\u2019ll 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\u2014or receive time tracking reminders\u2014when near a client\u2019s 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\u2019ll 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\u2014perfect 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"]], "truncated": false, "filtered_table_rows_count": 33, "expanded_columns": [], "expandable_columns": [], "columns": ["feature_id", "app_id", "statement", "excerpt", "source_url", "extracted_by", "verification"], "primary_keys": ["feature_id"], "units": {}, "query": {"sql": "select feature_id, app_id, statement, excerpt, source_url, extracted_by, verification from pilot_features where \"verification\" = :p0 order by feature_id limit 51", "params": {"p0": "corrected"}}, "facet_results": {"app_id": {"name": "app_id", "type": "column", "hideable": false, "toggle_url": "/pub10/pilot_features.json?verification=corrected", "results": [{"value": "F2-P01", "label": "F2-P01", "count": 16, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?verification=corrected&app_id=F2-P01", "selected": false}, {"value": "F1-P02", "label": "F1-P02", "count": 12, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?verification=corrected&app_id=F1-P02", "selected": false}, {"value": "F2-P02", "label": "F2-P02", "count": 3, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?verification=corrected&app_id=F2-P02", "selected": false}, {"value": "F1-P01", "label": "F1-P01", "count": 2, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?verification=corrected&app_id=F1-P01", "selected": false}], "truncated": false}, "verification": {"name": "verification", "type": "column", "hideable": false, "toggle_url": "/pub10/pilot_features.json?verification=corrected", "results": [{"value": "corrected", "label": "corrected", "count": 33, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json", "selected": true}], "truncated": false}}, "suggested_facets": [{"name": "source_url", "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?verification=corrected&_facet=source_url"}], "next": null, "next_url": null, "private": false, "allow_execute_sql": true, "query_ms": 155.62142804265022, "source": "Ahmed ElBatanony, Innopolis University", "license": "Not yet licensed \u2014 internal review only"}