{"database": "pub10", "table": "pilot_features", "is_view": false, "human_description_en": "where app_id = \"F2-P02\"", "rows": [["F2-P02-001", "F2-P02", "The system lets a user keep employee, payroll, benefits, time, hiring and performance records in one place", "serving as a system of record for your people, payroll, benefits, time, hiring, and performance", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-002", "F2-P02", "The system lets HR automate HR workflows", "Valuize automated HR workflows, reducing their workload by 80%.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "rejected"], ["F2-P02-003", "F2-P02", "The system lets a user run payroll across several states", "Cancer Support Community runs compliant multi-state payroll in under 1 hour.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "rejected"], ["F2-P02-004", "F2-P02", "The system lets a user see workforce analytics built from people data", "Get deep workforce insights powered by your complete people data\u2014no exports required.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-005", "F2-P02", "The system lets a user build custom views and choose the metrics shown", "Build the views your team actually needs and surface the metrics that matter most.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-006", "F2-P02", "The system lets a user compare the organisation's metrics with market data", "Contextualize your performance against peers with real-time market data.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-007", "F2-P02", "The system lets a user ask questions in plain language and get answers, summaries and reports", "Ask questions in plain language and get instant answers, summaries, and reports.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-008", "F2-P02", "The system lets managers and HR see suggested next actions", "Surface next-best actions for managers and HR, grounded in your data.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["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-P02-011", "F2-P02", "The system lets a user see reporting lines across the organisation", "understands your org\u2014from reporting lines to team dynamics", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "rejected"], ["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"], ["F2-P02-013", "F2-P02", "The system lets an external system read and write people data through an API", "Build custom workflows, sync external tools, and pull the exact fields your team needs with full access to your people data, all with secure, well-documented APIs.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-014", "F2-P02", "The system lets a user connect prebuilt integrations to external tools", "150+ prebuilt integrations", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-015", "F2-P02", "The system lets a user sign in with multi-factor authentication", "Native multi-factor authentication", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-016", "F2-P02", "The system lets an administrator restrict access by role and policy, including what AI may do", "Access is governed by your organization's own roles and policies, and that same governance extends to AI, so Bamboo AI only ever acts within the permissions you've set.", "https://www.bamboohr.com/hris-software/", "llm:claude-opus-5-5@2026-10-17", "confirmed"], ["F2-P02-017", "F2-P02", "The system automatically updates the other apps when a change is made in one app", "a change in one app updates the others instantly", "https://www.bamboohr.com/hris-software/", "llm:claude-sonnet (Agent alias \"sonnet\")@2026-10-17 (missed-capability pass)", "confirmed"], ["F2-P02-018", "F2-P02", "The system lets a user use partner tools embedded inside the application without switching tabs or logging in again", "Deep partner integrations eliminate tab-switching and re-logins", "https://www.bamboohr.com/hris-software/", "llm:claude-sonnet (Agent alias \"sonnet\")@2026-10-17 (missed-capability pass)", "confirmed"]], "truncated": false, "filtered_table_rows_count": 18, "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 \"app_id\" = :p0 order by feature_id limit 51", "params": {"p0": "F2-P02"}}, "facet_results": {"app_id": {"name": "app_id", "type": "column", "hideable": false, "toggle_url": "/pub10/pilot_features.json?app_id=F2-P02", "results": [{"value": "F2-P02", "label": "F2-P02", "count": 18, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json", "selected": true}], "truncated": false}, "verification": {"name": "verification", "type": "column", "hideable": false, "toggle_url": "/pub10/pilot_features.json?app_id=F2-P02", "results": [{"value": "confirmed", "label": "confirmed", "count": 12, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?app_id=F2-P02&verification=confirmed", "selected": false}, {"value": "corrected", "label": "corrected", "count": 3, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?app_id=F2-P02&verification=corrected", "selected": false}, {"value": "rejected", "label": "rejected", "count": 3, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?app_id=F2-P02&verification=rejected", "selected": false}], "truncated": false}}, "suggested_facets": [{"name": "extracted_by", "toggle_url": "http://pub10.vps.elbatanony.com/pub10/pilot_features.json?app_id=F2-P02&_facet=extracted_by"}], "next": null, "next_url": null, "private": false, "allow_execute_sql": true, "query_ms": 24.89483170211315, "source": "Ahmed ElBatanony, Innopolis University", "license": "Not yet licensed \u2014 internal review only"}