# Knowledge work AI use cases

194 use cases, sorted by grade and score.

- [functions](/functions/)
- [Email spam/phishing detection — Grade S, score 5.91](/use-cases/email-spam-phishing-detection/)
- [Jev decision primitive use cases — Grade A, score 5.41](/use-cases/jev-decision-primitive-use-cases/)
- [AI inbox router that logs invoices, flags fraud, and drafts replies — Grade A, score 5.23](/use-cases/ai-inbox-router-that-logs-invoices-flags-fraud-and-drafts-replies/)
- [Safe AI Email Triage: Extract, Classify, Route with Confidence Gates — Grade A, score 4.86](/use-cases/safe-ai-email-triage-extract-classify-route-with-confidence-gates/)
- [AI email tag classification and routing — Grade A, score 4.82](/use-cases/ai-email-tag-classification-and-routing/)
- [Context-switch cost gauge — Grade A, score 4.78](/use-cases/context-switch-cost-gauge/)
- [Live meeting commitment spotter — Grade A, score 4.72](/use-cases/live-meeting-commitment-spotter/)
- [Detect interviewer talk-time overreach in live sessions — Grade A, score 4.7](/use-cases/detect-interviewer-talk-time-overreach-in-live-sessions/)
- [Email classification into categories — Grade A, score 4.65](/use-cases/email-classification-into-categories/)
- [Built an n8n + Claude inbox-triage agent: labels every email urgent/sales/support/spam and — Grade A, score 4.61](/use-cases/built-an-n8n-claude-inbox-triage-agent-labels-every-email-urgent-sales/)
- [Machine Learning for Personalized Non-Spam Email Classification — Grade A, score 4.58](/use-cases/machine-learning-for-personalized-non-spam-email-classification/)
- [AI inbox cleaner with classification — Grade A, score 4.56](/use-cases/ai-inbox-cleaner-with-classification/)
- [Interrupt-worthiness filter for notifications — Grade A, score 4.5](/use-cases/interrupt-worthiness-filter-for-notifications/)
- [Inbox response classification — Grade A, score 4.49](/use-cases/inbox-response-classification/)
- [Content auto-tagging and categorization — Grade A, score 4.44](/use-cases/content-auto-tagging-and-categorization/)
- [Gmail multi-category email routing system — Grade A, score 4.44](/use-cases/gmail-multi-category-email-routing-system/)
- [Inbox email classification and labeling — Grade A, score 4.42](/use-cases/inbox-email-classification-and-labeling/)
- [Live meeting topic drift — Grade A, score 4.42](/use-cases/live-meeting-topic-drift/)
- [Slack message needs a response from me — Grade A, score 4.39](/use-cases/slack-message-needs-a-response-from-me/)
- [Group trip chat decision extraction — Grade A, score 4.31](/use-cases/group-trip-chat-decision-extraction/)
- [Meeting-in-chat detector — Grade A, score 4.3](/use-cases/meeting-in-chat-detector/)
- [Calendar event purpose classifier — Grade A, score 4.29](/use-cases/calendar-event-purpose-classifier/)
- [RSS item noise filter — Grade A, score 4.25](/use-cases/rss-item-noise-filter/)
- [🚀 This AI Agent Filters Emails and Replies Automatically — Grade A, score 4.23](/use-cases/this-ai-agent-filters-emails-and-replies-automatically/)
- [Inbox-zero triage as I scroll — Grade A, score 4.23](/use-cases/inbox-zero-triage-as-i-scroll/)
- [Document type sorter for digitized boxes — Grade A, score 4.17](/use-cases/document-type-sorter-for-digitized-boxes/)
- [Which labeled thread does a new email join — Grade A, score 4.16](/use-cases/which-labeled-thread-does-a-new-email-join/)
- [Cold-pitch vs real-relationship classifier — Grade A, score 4.12](/use-cases/cold-pitch-vs-real-relationship-classifier/)
- [Detect meeting-heavy calendar entries by purpose — Grade A, score 4.09](/use-cases/detect-meeting-heavy-calendar-entries-by-purpose/)
- [Detect process-change language in standups — Grade A, score 4.06](/use-cases/detect-process-change-language-in-standups/)
- [Detect scope creep language in sprint threads — Grade A, score 4.04](/use-cases/detect-scope-creep-language-in-sprint-threads/)
- [Handoff note relevance — Grade A, score 4.03](/use-cases/handoff-note-relevance/)
- [Overcommitment warning — Grade A, score 4.03](/use-cases/overcommitment-warning/)
- [Draft vs final deliverable — Grade A, score 3.98](/use-cases/draft-vs-final-deliverable/)
- [Voice-memo transcript triage — Grade A, score 3.98](/use-cases/voice-memo-transcript-triage/)
- [Pre-send tone tripwire on outgoing email — Grade A, score 3.97](/use-cases/pre-send-tone-tripwire-on-outgoing-email/)
- [Knowledge note proposal routing — Grade A, score 3.96](/use-cases/knowledge-note-proposal-routing/)
- [Detect emails that hide a deadline in prose — Grade A, score 3.93](/use-cases/detect-emails-that-hide-a-deadline-in-prose/)
- [Project health pulse from updates — Grade A, score 3.89](/use-cases/project-health-pulse-from-updates/)
- [Journal mood drift — Grade A, score 3.83](/use-cases/journal-mood-drift/)
- [Double-booking semantic conflict check — Grade A, score 3.82](/use-cases/double-booking-semantic-conflict-check/)
- [Meeting notes action item flag — Grade A, score 3.82](/use-cases/meeting-notes-action-item-flag/)
- [Meeting-note segment tagger — Grade A, score 3.82](/use-cases/meeting-note-segment-tagger/)
- [Triage across 1,500 emails — Grade A, score 3.82](/use-cases/triage-across-1-500-emails/)
- [Meeting action item extraction — Grade A, score 3.81](/use-cases/meeting-action-item-extraction/)
- [Reading queue relevance gate — Grade A, score 3.81](/use-cases/reading-queue-relevance-gate/)
- [Task-to-calendar fit — Grade A, score 3.78](/use-cases/task-to-calendar-fit/)
- [Meeting-request triage by agenda substance — Grade A, score 3.76](/use-cases/meeting-request-triage-by-agenda-substance/)
- [AI Email Categorization using n8n + ChatGPT \(Auto Label Emails Smartly\) — Grade A, score 3.75](/use-cases/ai-email-categorization-using-n8n-chatgpt-auto-label-emails-smartly/)
- [Highlights worth review in spaced repetition — Grade A, score 3.75](/use-cases/highlights-worth-review-in-spaced-repetition/)
- [Out-of-office OOO detection and reschedule — Grade A, score 3.75](/use-cases/out-of-office-ooo-detection-and-reschedule/)
- [Duplicate task detector — Grade A, score 3.74](/use-cases/duplicate-task-detector/)
- [Place a new note in the correct brain folder — Grade A, score 3.74](/use-cases/place-a-new-note-in-the-correct-brain-folder/)
- [Reading-time skim vs read — Grade A, score 3.73](/use-cases/reading-time-skim-vs-read/)
- [Reply-owed detector for sent mail — Grade A, score 3.73](/use-cases/reply-owed-detector-for-sent-mail/)
- [Next-action quality grader — Grade A, score 3.71](/use-cases/next-action-quality-grader/)
- [Type meeting notes into decisions, actions, and risks — Grade A, score 3.71](/use-cases/type-meeting-notes-into-decisions-actions-and-risks/)
- [Promotion triage of inbox notes — Grade A, score 3.69](/use-cases/promotion-triage-of-inbox-notes/)
- [Artifact storage compliance — Grade A, score 3.67](/use-cases/artifact-storage-compliance/)
- [Download folder file kind sorter — Grade A, score 3.66](/use-cases/download-folder-file-kind-sorter/)
- [New-vocabulary-term detector — Grade A, score 3.64](/use-cases/new-vocabulary-term-detector/)
- [Task creation dedupe — Grade A, score 3.64](/use-cases/task-creation-dedupe/)
- [Travel-itinerary email recognizer — Grade A, score 3.63](/use-cases/travel-itinerary-email-recognizer/)
- [Screenshot purpose tag — Grade A, score 3.62](/use-cases/screenshot-purpose-tag/)
- [Automate Gmail with AI: Auto-Label Emails Using n8n + GPT — Grade A, score 3.61](/use-cases/automate-gmail-with-ai-auto-label-emails-using-n8n-gpt/)
- [How I Built An AI Email Classification Assistant To Automate My Emails In N8N \(No Code\) — Grade A, score 3.6](/use-cases/how-i-built-an-ai-email-classification-assistant-to-automate-my-emails/)
- [Meeting that should have been an email — Grade A, score 3.59](/use-cases/meeting-that-should-have-been-an-email/)
- [Parent email triage for teachers — Grade A, score 3.58](/use-cases/parent-email-triage-for-teachers/)
- [Email to project folder routing — Grade A, score 3.57](/use-cases/email-to-project-folder-routing/)
- [Insight vs summary distinguisher — Grade A, score 3.57](/use-cases/insight-vs-summary-distinguisher/)
- [Find voicemails needing same-day response — Grade A, score 3.55](/use-cases/find-voicemails-needing-same-day-response/)
- [Photo-doc vs photo-memory — Grade A, score 3.55](/use-cases/photo-doc-vs-photo-memory/)
- [Interconnection queue email triage — Grade A, score 3.54](/use-cases/interconnection-queue-email-triage/)
- [Born-digital file folder triage — Grade A, score 3.53](/use-cases/born-digital-file-folder-triage/)
- [Duplicate-content docs across drives — Grade A, score 3.5](/use-cases/duplicate-content-docs-across-drives/)
- [Meeting action item vs idea — Grade A, score 3.49](/use-cases/meeting-action-item-vs-idea/)
- [Memory write worthiness — Grade A, score 3.49](/use-cases/memory-write-worthiness-2/)
- [Daily-note extraction of loose tasks — Grade A, score 3.48](/use-cases/daily-note-extraction-of-loose-tasks/)
- [Tag skills mentioned in project updates — Grade A, score 3.48](/use-cases/tag-skills-mentioned-in-project-updates/)
- [Task to specialist routing — Grade A, score 3.48](/use-cases/task-to-specialist-routing/)
- [AI email triage in 4 steps \(n8n\) — Grade A, score 3.46](/use-cases/ai-email-triage-in-4-steps-n8n/)
- [Habit-evidence extractor — Grade A, score 3.45](/use-cases/habit-evidence-extractor/)
- [Template-fit chooser — Grade A, score 3.43](/use-cases/template-fit-chooser/)
- [Email classifier built in n8n — Grade A, score 3.42](/use-cases/email-classifier-built-in-n8n/)
- [Field-note redundancy trimmer — Grade A, score 3.42](/use-cases/field-note-redundancy-trimmer/)
- [How to Automatically Categorize Emails in Outlook Using n8n — Grade A, score 3.42](/use-cases/how-to-automatically-categorize-emails-in-outlook-using-n8n/)
- [Meeting minutes action item extraction check — Grade A, score 3.4](/use-cases/meeting-minutes-action-item-extraction-check/)
- [Task is actually a project — Grade A, score 3.39](/use-cases/task-is-actually-a-project/)
- [Auto Categorise Outlook Emails with AI Using N8N — Grade A, score 3.37](/use-cases/auto-categorise-outlook-emails-with-ai-using-n8n/)
- [Route spam or solicitations in dispatch inbox — Grade A, score 3.34](/use-cases/route-spam-or-solicitations-in-dispatch-inbox/)
- [Forecast statement spotter — Grade A, score 3.32](/use-cases/forecast-statement-spotter/)
- [Doc comment-thread resolution suggestion — Grade A, score 3.31](/use-cases/doc-comment-thread-resolution-suggestion/)
- [Evergreen vs fleeting classifier — Grade A, score 3.31](/use-cases/evergreen-vs-fleeting-classifier/)
- [Gallery case tagging — Grade A, score 3.22](/use-cases/gallery-case-tagging/)
- [Energy-fit scheduling check — Grade A, score 3.17](/use-cases/energy-fit-scheduling-check/)
- [capture — Grade A, score 3.15](/use-cases/capture/)
- [Meeting transcripts: confidentiality marker — Grade B, score 3.92](/use-cases/meeting-transcripts-confidentiality-marker/)
- [Feedbin RSS filter that auto-marks unwanted articles as read — Grade C, score 3.77](/use-cases/feedbin-rss-filter-that-auto-marks-unwanted-articles-as-read/)
- [Email categorization in n8n — Grade C, score 3.59](/use-cases/email-categorization-in-n8n/)
- [Jaste AI-powered copy-paste utility for faster workflows — Grade C, score 3.45](/use-cases/jaste-ai-powered-copy-paste-utility-for-faster-workflows/)
- [Intent-based search in Gmail — Grade C, score 3.41](/use-cases/intent-based-search-in-gmail/)
- [Contradiction candidates between notes — Grade C, score 3.4](/use-cases/contradiction-candidates-between-notes/)
- [Reschedule-politeness picker — Grade C, score 3.35](/use-cases/reschedule-politeness-picker/)
- [Atomic-note splitter trigger — Grade C, score 3.31](/use-cases/atomic-note-splitter-trigger/)
- [Jolt Intelligent Mac Launcher for Files and Commands — Grade C, score 3.29](/use-cases/jolt-intelligent-mac-launcher-for-files-and-commands/)
- [Detect burnout language in team-level retros — Grade C, score 3.28](/use-cases/detect-burnout-language-in-team-level-retros/)
- [Enhancing Gmail's Inbox: How Supervised Learning Revolutionized Spam Classification — Grade C, score 3.26](/use-cases/enhancing-gmail-s-inbox-how-supervised-learning-revolutionized-spam-cl/)
- [Real-time Clippy — Grade C, score 3.26](/use-cases/real-time-clippy/)
- [Revolutionizing Email Management: Intelligent Routing with AI-Powered LLMs🚀 — Grade C, score 3.25](/use-cases/revolutionizing-email-management-intelligent-routing-with-ai-powered-l/)
- [A Downloads folder that sorts itself — Grade C, score 3.2](/use-cases/a-downloads-folder-that-sorts-itself/)
- [Blocked-by detector in comments — Grade C, score 3.2](/use-cases/blocked-by-detector-in-comments/)
- [Decision-in-chat capture — Grade C, score 3.19](/use-cases/decision-in-chat-capture/)
- [Automatic note tagging — Grade C, score 3.18](/use-cases/automatic-note-tagging/)
- [Is this feature request a duplicate of an existing roadmap item — Grade C, score 3.16](/use-cases/is-this-feature-request-a-duplicate-of-an-existing-roadmap-item/)
- [Hygiene checklist item match to account setting — Grade C, score 3.15](/use-cases/hygiene-checklist-item-match-to-account-setting/)
- [Triage design feedback comments by actionability — Grade C, score 3.15](/use-cases/triage-design-feedback-comments-by-actionability/)
- [Stale-claim flag in notes — Grade C, score 3.14](/use-cases/stale-claim-flag-in-notes/)
- [Plain-language insight sorting for monthly reports — Grade C, score 3.13](/use-cases/plain-language-insight-sorting-for-monthly-reports/)
- [Risk register entry quality gate — Grade C, score 3.13](/use-cases/risk-register-entry-quality-gate/)
- [Built a Gmail triage workflow that labels, logs and drafts replies — Grade C, score 3.1](/use-cases/built-a-gmail-triage-workflow-that-labels-logs-and-drafts-replies/)
- [Classify competitor changelog entries by threat — Grade C, score 3.1](/use-cases/classify-competitor-changelog-entries-by-threat/)
- [Task completeness self-check — Grade C, score 3.1](/use-cases/task-completeness-self-check/)
- [How to Automatically Categorise Emails Using n8n AI? — Grade C, score 3.07](/use-cases/how-to-automatically-categorise-emails-using-n8n-ai/)
- [Meeting recap action item extraction check — Grade C, score 3.06](/use-cases/meeting-recap-action-item-extraction-check/)
- [Spot ambiguous goals in OKR drafts — Grade C, score 3.06](/use-cases/spot-ambiguous-goals-in-okr-drafts/)
- [Stand-up update quality — Grade C, score 3.06](/use-cases/stand-up-update-quality/)
- [Monthly report writer data section pre-check — Grade C, score 3.04](/use-cases/monthly-report-writer-data-section-pre-check/)
- [Community meeting feedback sticky notes OCR sorted — Grade C, score 3.03](/use-cases/community-meeting-feedback-sticky-notes-ocr-sorted/)
- [Orphan note detector in Obsidian — Grade C, score 3.01](/use-cases/orphan-note-detector-in-obsidian/)
- [Rank feature-request value by customer segment fit — Grade C, score 2.96](/use-cases/rank-feature-request-value-by-customer-segment-fit/)
- [Deliverable ready for client — Grade C, score 2.95](/use-cases/deliverable-ready-for-client/)
- [Check meeting notes for action items present — Grade C, score 2.93](/use-cases/check-meeting-notes-for-action-items-present/)
- [Judge whether a roadmap item matches the stated strategy pillars — Grade C, score 2.93](/use-cases/judge-whether-a-roadmap-item-matches-the-stated-strategy-pillars/)
- [Decision log completeness check — Grade C, score 2.91](/use-cases/decision-log-completeness-check/)
- [Filtering WIP todos by meaning — Grade C, score 2.89](/use-cases/filtering-wip-todos-by-meaning/)
- [Email draft: ask clarity — Grade C, score 2.87](/use-cases/email-draft-ask-clarity/)
- [Weekly digest bundling by theme — Grade C, score 2.87](/use-cases/weekly-digest-bundling-by-theme/)
- [Assumption extraction check — Grade C, score 2.86](/use-cases/assumption-extraction-check/)
- [Agenda-less invite shield — Grade C, score 2.84](/use-cases/agenda-less-invite-shield/)
- [Make AI put useful labels on your emails. OpenAI and Zapier! — Grade C, score 2.84](/use-cases/make-ai-put-useful-labels-on-your-emails-openai-and-zapier/)
- [Dormant-idea resurrection — Grade C, score 2.83](/use-cases/dormant-idea-resurrection/)
- [Jev-powered Obsidian search — Grade C, score 2.83](/use-cases/jev-powered-obsidian-search/)
- [Recurring meeting decay detector — Grade C, score 2.83](/use-cases/recurring-meeting-decay-detector/)
- [Stale-task triage on weekly review — Grade C, score 2.83](/use-cases/stale-task-triage-on-weekly-review/)
- [500 emails for 3.5 cents — Grade C, score 2.82](/use-cases/500-emails-for-3-5-cents/)
- [Meeting-recording worth keeping — Grade C, score 2.81](/use-cases/meeting-recording-worth-keeping/)
- [Quote worth saving detector — Grade C, score 2.81](/use-cases/quote-worth-saving-detector/)
- [Classify Emails in n8n: One JSON Key, Zero Drafts #Shorts #Shorts — Grade C, score 2.77](/use-cases/classify-emails-in-n8n-one-json-key-zero-drafts-shorts-shorts/)
- [Shared-folder cleanup: still active — Grade C, score 2.77](/use-cases/shared-folder-cleanup-still-active/)
- [Meeting prep slotting — Grade C, score 2.72](/use-cases/meeting-prep-slotting/)
- [Onboarding AAR meta-pattern — Grade C, score 2.69](/use-cases/onboarding-aar-meta-pattern/)
- [jev-search — Grade C, score 2.67](/use-cases/jev-search/)
- [Prep brief selector for next meeting — Grade C, score 2.67](/use-cases/prep-brief-selector-for-next-meeting/)
- [Board packet question triage — Grade C, score 2.66](/use-cases/board-packet-question-triage/)
- [Self-orientation tells — Grade C, score 2.65](/use-cases/self-orientation-tells/)
- [Flag recognition-worthy Slack messages — Grade C, score 2.63](/use-cases/flag-recognition-worthy-slack-messages/)
- [Option comparison criteria fit — Grade C, score 2.62](/use-cases/option-comparison-criteria-fit/)
- [Attendee-needed pruner — Grade C, score 2.59](/use-cases/attendee-needed-pruner/)
- [Fifty emails in under two seconds — Grade C, score 2.58](/use-cases/fifty-emails-in-under-two-seconds/)
- [Judge a needs assessment for completeness — Grade C, score 2.56](/use-cases/judge-a-needs-assessment-for-completeness/)
- [Email-to-self capture classifier — Grade C, score 2.54](/use-cases/email-to-self-capture-classifier/)
- [Pre-mortem risk tagging — Grade C, score 2.53](/use-cases/pre-mortem-risk-tagging/)
- [Decision-to-outcome matching — Grade C, score 2.49](/use-cases/decision-to-outcome-matching/)
- [Procrastination-pattern note — Grade C, score 2.48](/use-cases/procrastination-pattern-note/)
- [Newsletter keep-or-cull by relevance to current goals — Grade C, score 2.43](/use-cases/newsletter-keep-or-cull-by-relevance-to-current-goals/)
- [Semantic Bookmark — Grade C, score 2.43](/use-cases/semantic-bookmark/)
- [Map-of-content placement — Grade C, score 2.4](/use-cases/map-of-content-placement/)
- [Margin, bookmark search — Grade C, score 2.4](/use-cases/margin-bookmark-search/)
- [Read-later decay — Grade C, score 2.29](/use-cases/read-later-decay/)
- [Copy and paste, with a decision in between — Grade C, score 2.13](/use-cases/copy-and-paste-with-a-decision-in-between/)
- [Calendar color-and-category audit — Grade C, score 2.03](/use-cases/calendar-color-and-category-audit/)
- [Built an app that automatically tags tasks for you - Reddit — Grade C, score 2](/use-cases/built-an-app-that-automatically-tags-tasks-for-you-reddit/)
- [Gmail Script for sorting incoming mail by Contact field - Reddit — Grade C, score 1.96](/use-cases/gmail-script-for-sorting-incoming-mail-by-contact-field-reddit/)
- [Can you Automatically Add tag to Book when it is Shared by Email? — Grade C, score 1.91](/use-cases/can-you-automatically-add-tag-to-book-when-it-is-shared-by-email/)
- [Weekly review prompt chooser — Grade C, score 1.91](/use-cases/weekly-review-prompt-chooser/)
- [Export format preference storage — Grade C, score 1.83](/use-cases/export-format-preference-storage/)
- [Looking for software that create, organize tags for folders and files — Grade C, score 1.47](/use-cases/looking-for-software-that-create-organize-tags-for-folders-and-files/)
- [Sorting Files and Folders in File Explorer : r/Windows10 - Reddit — Grade C, score 1.44](/use-cases/sorting-files-and-folders-in-file-explorer-r-windows10-reddit/)
- [Auto-tagging in the interface — Grade X, score 4.46](/use-cases/auto-tagging-in-the-interface/)
- [Live listening: talk-time equity — Grade X, score 3.5](/use-cases/live-listening-talk-time-equity/)
- [Quote workflow: classify email, extract from body/attachments and ... — Grade X, score 3.44](/use-cases/quote-workflow-classify-email-extract-from-body-attachments-and/)
- [Transcript topic segmentation — Grade X, score 3.27](/use-cases/transcript-topic-segmentation/)
- [Timezone-aware meeting suggestion — Grade X, score 3.22](/use-cases/timezone-aware-meeting-suggestion/)
- [The unglamorous Jev jobs — Grade X, score 3.21](/use-cases/the-unglamorous-jev-jobs/)
- [Predictive spreadsheets — Grade X, score 2.97](/use-cases/predictive-spreadsheets/)
- [Build an AI-powered Email Classifier in n8n — Grade X, score 2.93](/use-cases/build-an-ai-powered-email-classifier-in-n8n/)
- [Sift open-source macOS app to visually search your files — Grade X, score 2.66](/use-cases/sift-open-source-macos-app-to-visually-search-your-files/)
- [Search and tagging on keep.md — Grade X, score 2.05](/use-cases/search-and-tagging-on-keep-md/)
- [Auto-filling external link info — Grade X, score 2.01](/use-cases/auto-filling-external-link-info/)
- [Jev Calc — Grade X, score 1.93](/use-cases/jev-calc/)
- [A bookmark organizer — Grade X, score 1.91](/use-cases/a-bookmark-organizer/)
- [Best way of sorting PDF files? : r/software - Reddit — Grade X, score 1.64](/use-cases/best-way-of-sorting-pdf-files-r-software-reddit/)
- [Reading the System One blog with an assistant — Grade X, score 1.31](/use-cases/reading-the-system-one-blog-with-an-assistant/)
- [Looking for good tools for sorting files. : r/DataHoarder - Reddit — Grade X, score 1.12](/use-cases/looking-for-good-tools-for-sorting-files-r-datahoarder-reddit/)