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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

93 rows where verification = "pending"

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app_id 4

  • F4-P01 33
  • F4-P02 32
  • F3-P01 16
  • F3-P02 12

verification 1

  • pending · 93 ✖
feature_id ▼ app_id statement excerpt source_url extracted_by verification
F3-P01-001 F3-P01 The system lets a user see purchases, sales and products sold on a dashboard Our in-depth dashboard displays critical information regarding your inventory at a glance: purchases, sales, and products sold. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-002 F3-P01 The system lets a user see weekly and monthly sales charts It also contains visual reports on weekly and monthly sales. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-003 F3-P01 The system lets a user drill down from a chart data point into the underlying records Extensive drill-downs can be accessed by clicking on specific data points on the graph. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-004 F3-P01 The system lets a user have a reorder notice sent to a supplier when stock reaches a critical level Set up triggers to send suppliers a reorder notice as soon as stocks reach critical levels. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-005 F3-P01 The system lets a user receive push notifications about purchases, deliveries or cancellations configure push notifications for real-time updates about purchases, deliveries, or cancellations. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-006 F3-P01 The system lets a user monitor sales across channels in one place Use a centralized hub to monitor and regulate your sales channels. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-007 F3-P01 The system lets a user have inventory updated automatically from orders on external e-commerce sites Integrate with a host of third-party ecommerce sites that synchronize with your inventory and automatically update information, based on orders that have been delivered. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-008 F3-P01 The system lets a user combine several orders into a single receipt order consolidation features that combine multiple orders into a single receipt https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-009 F3-P01 The system lets a user record a returned unit and put it back into stock or discard it If a returned unit is good as new, you can add it back to your inventory. If not, you can discard it just as easily. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-010 F3-P01 The system lets a user create email templates to send to unhappy customers develop a set of email templates to send to unhappy customers https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-011 F3-P01 The system lets a user see reports of consumption patterns over time Skim easy-to-read reports to quickly determine periodic consumption patterns https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-012 F3-P01 The system lets a user fill product details on an order form by scanning a barcode or QR code Add product details to order forms by simply scanning existing labels with our mobile-only barcode and QR scanning features. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-013 F3-P01 The system lets a user have billing amounts calculated automatically Make billing a breeze by automating the calculations associated with them. https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-014 F3-P01 The system lets a user generate an invoice for each transaction with a customer or supplier Generate invoices for every transaction with customers and suppliers https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-015 F3-P01 The system lets a user email an invoice send them through email with a single click https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P01-016 F3-P01 The system lets a user accept payments through an online payment service You can also integrate with online payment systems like PayPal https://www.zoho.com/creator/apps/inventory-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-001 F3-P02 The system lets a user import contacts from external email providers Import contacts from Gmail, Yahoo, or Outlook https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-002 F3-P02 The system lets a user send customised invitations to potential participants send customized invitations to all potential participants of the event. https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-003 F3-P02 The system lets a user display a calendar of upcoming events on an external website or blog Display calendars on your websites and blogs to showcase all of your upcoming events and encourage people to register. https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-004 F3-P02 The system lets a user describe an event with a title, description and image Add a title, description, and image to present your events in a professional and attractive way. https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-005 F3-P02 The system lets an attendee register for a free or paid event Allow attendees to register for free or paid events https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-006 F3-P02 The system lets an attendee apply a coupon code for a discount apply coupon codes for discounts https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-007 F3-P02 The system lets an attendee pay by card through an online payment service Sell tickets through PayPal https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-008 F3-P02 The system lets team members see and update event details in real time With real-time access to all event details, Creator's event planning management software makes sharing data and updating it effortless. https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-009 F3-P02 The system lets a user keep to-do lists, attendee follow-ups and budgets for an event Your team is constantly creating to-do lists, following up on attendees, setting up budgets, and more. https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-010 F3-P02 The system lets a user export event data as spreadsheets or PDFs Export your event's data as spreadsheets or PDFs https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-011 F3-P02 The system lets a user check in attendees by scanning a QR code quickly scan QR codes to check in attendees https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F3-P02-012 F3-P02 The system lets a user print attendee badges print their badges https://www.zoho.com/creator/apps/event-management.html llm:claude-opus-5-5@2026-10-17 pending
F4-P01-001 F4-P01 The system lets several staff members and patrons access and update the same patron and item records at the same time Ability for multiple staff members and patrons to simultaneously access and update patron and item records https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-002 F4-P01 The system lets patrons see only selected fields of a record while staff see fields according to their privileges Depending on assigned privileges, staff can view all patron and item fields; patrons can access only selected fields. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-003 F4-P01 The system lets a user be warned when a record has changed since it was displayed with prompts to warn when a record has been changed since it was displayed. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-004 F4-P01 The system lets staff see where a record is in use, by whom and since when For any patron record or item record, staff can identify where it is in use (location, user, date and time placed). https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-005 F4-P01 The system lets an administrator grant each staff account access to modules through roles access to modules is granted by use of "roles" or "privileges" that allow each account to access as many (or as few) modules as needed. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-006 F4-P01 The system lets an administrator keep an audit trail per individual login Individual logins allow user-level preferences and audit trail. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-007 F4-P01 The system lets an administrator create custom dashboards of current and historical data and give selected users and groups access to them System supports creation of custom dashboards that display current and historical data about system performance, record creation and modification, circulation transactions, etc. Administrators can create dashboards and give access to selected users and groups. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-008 F4-P01 The system lets an administrator set alert thresholds and send alerts by dashboard, email and text message Alert thresholds are configurable. Alerts can be sent via administrative dashboards, email messages, and text messages. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-009 F4-P01 The system lets an administrator see records locked for too long and unlock them provide, for all record types, a list of records in sustained use/locked condition. Ability from the same console to unlock one or more records. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-010 F4-P01 The system lets a user see current counts of records by record type current count of records by record type https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-011 F4-P01 The system lets a manager see a circulation dashboard of key indicators such as check-outs and check-ins per hour System provides a circulation dashboard showing key performace indicators such as check-outs per hour, check-ins per hour https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-012 F4-P01 The system lets an administrator prevent deletion of records when a business rule forbids it System supports restrictions based on business rules, e.g. restrictions on deleting item records that are in checked-out status, or restrictions on deleting bibliographic records with existing holds. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-013 F4-P01 The system lets an administrator define which workgroups, locations or patrons can see each kind of record Records may be visible to specific workgroups only; to all staff and patrons at specific locations; or to all staff and all patrons. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-014 F4-P01 The system lets an administrator define rules that decide whether a patron can place a hold, based on patron and item attributes System allows creation and modification of requesting rules that determine whether a patron can place a hold on an item. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-015 F4-P01 The system lets an administrator define loan rules that allow or refuse a check-out and calculate loan periods and renewal limits System allows creation and modification of loan rules that allow or disallow check-out of items, calculate loan periods, and determine renewal limits. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-016 F4-P01 The system lets a due date be calculated from the check-out location's opening schedule Loan rules can access check-out location open/closed schedule in calculating due date. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-017 F4-P01 The system lets staff with a given role override specific rule criteria Loan rules also specify whether a specific criteria may be overridden by staff with specific privileges or roles. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-018 F4-P01 The system lets an administrator set a default value, validation, formatting and required status for any field Ability to specify default value, data validation, automatic formatting, and required status for any field. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-019 F4-P01 The system lets an administrator undo logged data changes such as record deletions System logs data changes (such as record deletions) and provides https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-020 F4-P01 The system lets a user import and export catalogue records singly or in batch, overlaying existing records MARC bibliographic and authority records can be imported and exported, singly and in batch, all fields or selected fields, to and from vendors including OCLC. Imported records can overlay existing short or full bibliographic records. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-021 F4-P01 The system lets a user keep named sets of records and use them for batch updates, query scopes and reviewed deletions that can be undone Record sets can be the basis for batch field updates; can be used as a limiting scope for queries; can be used to delete original records with the ability to review prior to deletion, write errors to a log file, and undo one or more deletions. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending
F4-P01-022 F4-P01 The system lets an administrator create staff accounts with granular privileges System provides a dedicated interface for creating new staff accounts. https://zenodo.org/records/1414117 llm:claude-opus-5-5@2026-10-17 pending

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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 55.709ms · Data license: Not yet licensed — internal review only · Data source: Ahmed ElBatanony, Innopolis University