{"database": "pub10", "table": "candidates", "is_view": false, "human_description_en": "where app_id = \"F1-005\", run = \"b\" and verifier_verdict = \"rejected\"", "rows": [["F1-005-B001", "F1-005", "b", "The system lets an AI agent answer customers on WhatsApp", "AI agents that answer, qualify and sell on WhatsApp", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A001", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B002", "F1-005", "b", "The system lets an AI agent qualify leads", "AI agents with per-tenant RAG answer customers, qualify leads, move them through the pipeline, trigger automations and know when to hand off to a human", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A003", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B003", "F1-005", "b", "The system lets an AI agent move leads through the pipeline", "move them through the pipeline", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A004", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B005", "F1-005", "b", "The system lets an AI agent hand off a conversation to a human", "know when to hand off to a human", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A008", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B006", "F1-005", "b", "The system lets an AI agent answer customers using a per-tenant knowledge base (RAG)", "per-tenant RAG", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A005", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B009", "F1-005", "b", "The system lets a user analyze the sentiment of conversations", "sentiment analysis", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A024", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B010", "F1-005", "b", "The system lets a user assign a conversation to the AI as an assignee", "AI as a first-class assignee", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A025", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B011", "F1-005", "b", "The system lets a manager set a spending cap per organization for AI usage", "per-org spending caps", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A023", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B012", "F1-005", "b", "The system automatically revives a cold conversation with follow-ups using adaptive timing and per-stage triggers", "follow-up that revives a cold conversation (with adaptive timing and per-stage triggers)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A010", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B013", "F1-005", "b", "The system lets a user see a radar of conversations at risk of dying unanswered", "a radar of what's at risk of dying unanswered", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A011", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B014", "F1-005", "b", "The system lets a user see a notice center for items that need a human decision", "a notice center for what needs a human decision", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A013", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B015", "F1-005", "b", "The system automatically turns resolved conversations into new knowledge for the AI agent", "resolved conversations become new knowledge", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A015", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B016", "F1-005", "b", "The system lets a user see whether the AI agent is improving, where it fails and what is left to teach on an AI Evolution screen", "the **AI Evolution** screen shows whether the agent is improving, where it fails and what's left to teach", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A014", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B017", "F1-005", "b", "The system lets a user review improvements that the AI suggests for itself and apply them as a new version", "**Proposals** are improvements the AI suggests for itself, applicable as a new version", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A016", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B018", "F1-005", "b", "The system lets a user configure a vocabulary per pipeline", "configurable vocabulary per pipeline", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A017", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B019", "F1-005", "b", "The system lets a user connect WhatsApp numbers by QR code", "via **QR code** (WAHA, multi-number, with anti-ban: throttle + jitter + time windows)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A018", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B020", "F1-005", "b", "The system lets a user connect WhatsApp through the official messaging channel of the platform provider", "or through **Meta's official channel** (Cloud API, with approved templates kept in sync)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A019", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B021", "F1-005", "b", "The system automatically throttles WhatsApp sending with jitter and time windows to avoid number bans", "anti-ban: throttle + jitter + time windows", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A020", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B022", "F1-005", "b", "The system automatically detects opt-out messages from a contact", "STOP detection", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "01.txt", "passed", "rejected", "duplicate of F1-005-A021", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B023", "F1-005", "b", "The system lets a user choose which AI provider the system uses and switch it later per part of the system", "decided at install time and switchable later from the screen, **per part of the system**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A022", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B024", "F1-005", "b", "The system lets a manager assign and transfer conversations with an audit trail", "audited assignment/transfer", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A027", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B025", "F1-005", "b", "The system automatically distributes conversations to agents through a round-robin queue", "round-robin queue", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A028", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B026", "F1-005", "b", "The system automatically routes conversations by detected intent", "automatic intent routing", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A029", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B027", "F1-005", "b", "The system lets an admin limit what each role can see with per-role visibility scopes", "per-role visibility scopes", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A030", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B028", "F1-005", "b", "The system lets a user create capture sources that receive leads from landing pages, custom forms or external tools", "Every tenant can create **capture sources**: a public endpoint (`/api/v1/webhooks/in/`) that receives leads from landing pages, custom forms or tools like Zapier/n8n via POST", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A037", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B029", "F1-005", "b", "The system automatically adds a lead received through a capture source to the chosen pipeline and stage", "drops them straight into the chosen pipeline/stage", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A037", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B030", "F1-005", "b", "The system lets a user build WHEN/IF/THEN automation rules on CRM events", "tenants build **automations**: WHEN/IF/THEN rules", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B031", "F1-005", "b", "The system automatically adds tags to leads when an automation rule fires", "add tags", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B032", "F1-005", "b", "The system automatically moves leads between stages when an automation rule fires", "move leads", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B033", "F1-005", "b", "The system automatically assigns agents to leads when an automation rule fires", "assign agents", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B034", "F1-005", "b", "The system automatically sends WhatsApp messages when an automation rule fires", "send WhatsApp messages", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B035", "F1-005", "b", "The system automatically notifies an external system through an outgoing webhook when an automation rule fires", "notify external systems via outgoing webhooks", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A038", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B036", "F1-005", "b", "The system automatically creates automation rules paused until a user reviews and enables them", "Automations** (build rules, which are always born paused until reviewed and enabled)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A041", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B037", "F1-005", "b", "The system lets a manager or admin create a source, copy the ready-made endpoint, fire a test lead and see recent deliveries", "**Receive data** (create a source, copy the ready-made endpoint/form, fire a test lead, see recent deliveries)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A039", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B038", "F1-005", "b", "The system lets a manager or admin view a timeline of each automation run with per-action results and retry a failed external webhook call manually", "**Activity** (a timeline of each run, with per-action results and manual retry when an external webhook call fails)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A040", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B039", "F1-005", "b", "The system lets a user converse with customers on WhatsApp in an inbox alongside the AI", "**Inbox** (WhatsApp conversations, you and the AI side by side)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A002", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B040", "F1-005", "b", "The system lets a user see who went cold and is still open", "**Radar** (who went cold and is still open)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A011", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B041", "F1-005", "b", "The system lets a user use quick replies", "**Quick replies**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A045", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B042", "F1-005", "b", "The system lets a user see where each deal sits in the funnel on a kanban board", "**Kanban** (where each deal sits in the funnel)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A042", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B043", "F1-005", "b", "The system lets a user manage contacts", "pipeline management from the screen, customer 360, contacts, tags", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A043", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B044", "F1-005", "b", "The system lets a user manage pipelines with stages, business vocabulary and loss reasons", "**Pipelines** (stages, business vocabulary and loss reasons)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A044", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B047", "F1-005", "b", "The system lets a user manage the knowledge base of AI agents", "**Knowledge** (RAG)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A051", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B053", "F1-005", "b", "The system lets a user view funnel and per-agent performance metrics", "**Performance** (funnel and per-agent metrics)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A046", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B054", "F1-005", "b", "The system lets a user view an audit log", "**Audit Log**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "01.txt", "passed", "rejected", "duplicate of F1-005-A050", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B055", "F1-005", "b", "The system lets a user manage team members", "**Team**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A047", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B056", "F1-005", "b", "The system lets a user configure support distribution", "**Support distribution**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A028 (support distribution screen is the round-robin/routing configuration)", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B057", "F1-005", "b", "The system lets a user manage API tokens", "**API Tokens**", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "01.txt", "passed", "rejected", "duplicate of F1-005-A048", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B058", "F1-005", "b", "The system lets a user manage security settings such as MFA, recovery codes and sessions", "**Security** (MFA, recovery codes, sessions)", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A049", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B059", "F1-005", "b", "The system lets a user turn on two-step verification", "you want to turn on two-step verification", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "duplicate of F1-005-A034", null, "rejected (duplicate upheld)", "duplicate upheld", 0.0], ["F1-005-B060", "F1-005", "b", "The system lets a user manage notifications", "Profile, Notifications, Billing", "https://raw.githubusercontent.com/melgarafael/DeskcommCRM/HEAD/README.en.md", "04.txt", "passed", "rejected", "Bare screen label in a list; the excerpt does not say what a user can do with notifications.", null, "rejected", "A bare settings-tab label does not say what a user can do with notifications.", 0.0]], "truncated": false, "filtered_table_rows_count": 63, "expanded_columns": [], "expandable_columns": [[{"column": "app_id", "other_table": "apps", "other_column": "app_id"}, "name"]], "columns": ["candidate_id", "app_id", "run", "statement", "excerpt", "source_url", "source_file", "script_check", "verifier_verdict", "verifier_reason", "verifier_correction", "adjudicator", "adjudicator_reason", "in_final_set"], "primary_keys": ["candidate_id"], "units": {}, "query": {"sql": "select candidate_id, app_id, run, statement, excerpt, source_url, source_file, script_check, verifier_verdict, verifier_reason, verifier_correction, adjudicator, adjudicator_reason, in_final_set from candidates where \"app_id\" = :p0 and \"run\" = :p1 and \"verifier_verdict\" = :p2 order by candidate_id limit 51", "params": {"p0": "F1-005", "p1": "b", "p2": "rejected"}}, "facet_results": {"app_id": {"name": "app_id", "type": "column", "hideable": false, "toggle_url": 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false}, "adjudicator": {"name": "adjudicator", "type": "column", "hideable": false, "toggle_url": "/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected", "results": [{"value": "rejected (duplicate upheld)", "label": "rejected (duplicate upheld)", "count": 62, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&adjudicator=rejected+%28duplicate+upheld%29", "selected": false}, {"value": "rejected", "label": "rejected", "count": 1, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&adjudicator=rejected", "selected": false}], "truncated": false}, "in_final_set": {"name": "in_final_set", "type": "column", "hideable": false, "toggle_url": "/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected", "results": [{"value": 0.0, "label": 0.0, "count": 63, "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&in_final_set=0.0", "selected": false}], "truncated": false}}, "suggested_facets": [{"name": "source_url", "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&_facet=source_url"}, {"name": "source_file", "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&_facet=source_file"}, {"name": "adjudicator_reason", "toggle_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&_facet=adjudicator_reason"}], "next": "F1-005-B060", "next_url": "http://pub10.vps.elbatanony.com/pub10/candidates.json?app_id=F1-005&run=b&verifier_verdict=rejected&_next=F1-005-B060", "private": false, "allow_execute_sql": true, "query_ms": 644.5675455033779, "source": "Ahmed ElBatanony, Innopolis University", "license": "Not yet licensed \u2014 internal review only"}