Triage & routing workflows

An agent takes a published episode, transcribes it, then autonomously produces and routes the complete asset pack — show notes to Notion, blog post to the CMS.

On a low Zendesk CSAT rating, routes the recovery by account value: high-value accounts get a CSM Slack alert and a calendar call.

Scores each closed discovery call's notes for completeness; if rich enough, auto-builds and sends a Loom recap.

Transcribes a mixed voice memo, classifies each line as either a task or a time commitment, then sends tasks to Asana and scheduling items to Google Calendar in one pass.

Watches a policy@ inbox, drafts a cited answer from your Confluence and Drive knowledge base, and either auto-sends it or routes low-confidence questions to a human for review.

Transcribes a dictated note, classifies whether it is a CRM update, a task, or a meeting to book, then routes each item to HubSpot, Asana, or Google Calendar accordingly.

On a Linear epic edit, an AI agent compares the new acceptance criteria against the kickoff baseline to judge whether the change is true scope expansion versus a clarification.

Receives application form submissions via webhook, applies hard knockout rules and an AI fit assessment, then auto-rejects, flags for review.

Scores each incoming email for urgency and sender importance, then routes it to the right tool — urgent client asks become Linear issues with tight SLAs.

On a BigQuery audit-log webhook for any newly created or replaced table, classifies its columns for PII and, if sensitive fields are unprotected, files a Linear ticket and pings…

Reads invoices arriving in a shared inbox, uses an AI agent to extract vendor, currency, and totals, converts to base currency.

Fires the moment a registrant submits the webinar form, enriches and scores them instantly, and routes high-fit leads to a rep while logging everyone for nurture.

For each chat-captured email, it pulls company details from a web enrichment lookup, computes a fit-plus-intent priority score with an LLM, writes the ranked lead to Airtable.

Classifies every negative mention by intent — support issue, bug report, PR risk, or sales objection — and files it into the correct queue: Zendesk for support, Linear for bugs.

Daily, it joins help-center search queries that returned zero results with tickets that had no KB match, drafts an article when docs can fix it.

Transcribes a field voice report, classifies severity, and routes routine notes to a Slack channel while escalating anything flagged critical to PagerDuty.

An agent reviews quarantined rows, classifies each failure into fixable versus permanent, repairs the safe ones, re-syncs them, and opens a Linear ticket summarizing the systemic…

When a submitted image prompt is flagged by the moderation classifier, this workflow holds the request, logs it, and posts the offending prompt to a Slack review channel…

Receives Replicate deprecation webhooks in real time, classifies blast radius across your pinned endpoints.

When a Zendesk tag's ticket volume spikes above its baseline, an agent investigates the cluster, decides whether it's a known issue or a documentation gap.

Catches invoices that arrive with no matching purchase order, has an agent infer the likely cost center and category from the line items.

Turns support-line voicemails into HubSpot tickets, separating billing, technical, and sales intents into the right pipeline.

Generates a new hire's voice welcome but routes by language support: confidently-supported languages get an ElevenLabs greeting auto-saved.

An autonomous agent picks up each reported phishing email, detonates links in a sandbox, enriches indicators via web research, decides quarantine and escalation actions.

When a GitHub security advisory matches a dependency you use, identify which internal services import the vulnerable code path and page the owning team only if a real call site…

Transcribes a dictated voice memo with ElevenLabs, splits it into discrete action items, and files each as a Linear issue routed to the right team based on its content.

Transcribes inbound sales voicemails with ElevenLabs, classifies caller intent, and creates the matching follow-up Task on the right Salesforce Lead or Contact so nothing decays…

On a dbt failure it spins up an agent that reads the error, inspects upstream source freshness and recent model changes in GitHub.

When a vendor invoice lands in Dropbox, it extracts the amount and vendor, checks whether a matching Stripe payment exists, and tags the invoice as paid, unpaid…

When a recurring invoice trips the anomaly threshold, an agent researches the vendor's billing history and pricing page, writes a plain-English explanation of the likely cause.

Watches incoming Zendesk tickets, scores their sentiment, and when one account crosses a frustration threshold within a rolling window it opens a HubSpot task and pings…

Scans every newly published Loom recording's on-screen text for exposed credentials, revokes confirmed secrets at the source, and pages the security team.

Every Monday an agent reviews all of a CSM's accounts, flags which ones have QBRs due and gathers their history into a single Notion digest ranked by priority.

When a partner CSV fails validation, an agent diagnoses whether the failures are schema drift or dirty data, files a Linear issue with the analysis.

When a watched dependency publishes a new release, determine which monorepo packages import it and notify each package's CODEOWNERS with a tailored summary of what changed…

Sweeps both BigQuery and Snowflake on a schedule, consolidates every newly detected sensitive column into a single Airtable data-governance register.

Looks up the sender's account tier in HubSpot, drafts a tone-matched Front reply from similar resolved threads.

Triggers on new GitHub issues, uses an LLM to classify whether the author is describing a paid-tier or enterprise pain point, enriches qualified authors.

Catches emails carrying invoice or bill attachments, extracts the amount and payment due date from the PDF, files the document in Google Drive.

Before a queued social post publishes, an agent verifies any factual or statistical claim it contains, holding posts that fail and routing them to a human for approval.

On request, an agent compares current KPIs against last quarter, reads the prior board narrative, and writes a draft narrative section explaining the changes.

After a war-room bridge exists, this workflow looks up the affected service's tier and pages the matching escalation group.

When a Vercel preview smoke check fails, an AI step reads the failing responses and recent commit diff, writes a likely-cause triage summary.

On request, an agent reconciles the closing book balance against actual bank and Stripe balances, investigates every unmatched item across BigQuery transaction history.

An agent reviews each 90-day-stale flag, reads its call sites in the repo, judges removal risk, and posts a Confluence removal plan plus a Linear issue routed to the right owner.

When a draft reply to an inbound social mention is generated, it is scored for toxicity by a HuggingFace classifier.

An agent watches new Loom standups, extracts blockers, decides whether each belongs to engineering, design, or ops, and opens it in the right board (ClickUp or Linear)…

When a promotion gate blocks a release, an agent pulls the failing Sentry issues, correlates them to the GitHub commits in the release.

Classifies each webinar attendee's question by buying intent, logs it on their HubSpot contact.

An agent reviews each resolved Intercom conversation, matches it against known recurring themes.

Transcribes each field voice note, stores the full transcript and metadata in Postgres for the record.

On a Honeycomb burn-alert during a canary, an agent correlates the regression against the GitHub diff, recent error traces, and infra changes.

On a nightly schedule, pulls the day's tickets from both Zendesk and Front, clusters them by semantic similarity.

Sends preview screenshots to a vision model that judges layout, broken images, and overflow.

On a weekly schedule, list every outdated dependency, score each by changelog severity and how many internal modules import it.

Catches HR questions the concierge bot can't resolve, classifies them by topic and sensitivity, opens a tracked ticket in the HR Postgres.

When your contract system posts a new document version via webhook, it diffs the indemnity and liability clauses against the prior version and, only for high-risk changes.

Each morning the bot diffs the Snowflake catalog against yesterday's snapshot and posts a Slack digest of new, renamed, dropped, and re-typed columns so the team learns about…

Takes one English announcement script, generates ElevenLabs voiceovers in each target market's language, and drops the finished audio into per-region Dropbox folders.

On a Datadog alert, retrieves matching runbook guidance and decides whether the on-call can self-resolve in Slack or whether the spike warrants an immediate PagerDuty page…