Summarization workflows

Transcribes a demo voicemail, enriches the caller's company with a web lookup, builds a structured qualified-intent record in Airtable with a callback-due timestamp.

Trigger by webhook with a company name; the workflow pulls that assignee's recent patent filings, summarizes their R&D focus areas.

Compiles the past week of dedupe activity from the Coda queue and both CRMs into a leadership-ready report covering pairs found, merged, rejected, and still pending.

Two weeks before each scheduled QBR, pulls account usage, support, and CRM signals and drafts a one-page save-deal brief in Coda so the account team walks in prepared.

Pull the best one-liner quotes from a webinar transcript, generate a branded quote-card image for each, narrate the line in multiple languages.

Manually launched against a chosen Attio account, researches the company with Exa, scripts a relevant intro, renders a Replicate avatar clip onto your Loom pitch.

When a Zoom call recording transcript is ready, Hive summarizes it, narrates the summary, generates a Loom recap video, and emails it to the matched Salesforce contact.

When a candidate reaches the offer stage, it emails their listed references a structured questionnaire, collects responses via webhook, summarizes them with an LLM.

Detects high-urgency deflected IVR calls (outage, churn risk, VIP), synthesizes an immediate callback offer.

Listens for a webhook fired when the master product-page spec is edited, regenerates only the sections that changed across all locales.

After the event closes, reads all logged booth scans, generates a personalized recap email per visitor tied to the product they showed interest in, sends it via Gmail.

Scrapes a transcript on a webhook trigger, scores guidance vs actuals, and only when a material miss is detected, escalates a Slack alert plus a detailed Notion brief.

When your CMS publishes a page, this checks every link on it in real time and, if any are broken or redirect, posts an immediate Slack alert and opens a Linear issue so the page…

When a PagerDuty incident triggers, retrieves the relevant Dropbox specs and runbooks for the affected service and posts a grounded incident briefing into the incident's Slack…

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…

Once a day this scans the last 24 hours of bug-tagged Intercom conversations, clusters them into deduplicated groups by symptom.

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.

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

When a new earnings transcript is published for a watched competitor, compares its themes to last quarter's and posts a Slack alert only if a theme materially appears…

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.

On demand or via webhook, hunts Brave Search for your live API key prefixes and service tokens leaking on public pages.

An engineer pastes a Sentry issue link in Slack and the agent fetches the trace, cross-references GitHub, and replies in-thread with a root-cause analysis and an offer to file…

Parses the skills and tools named in competitor job descriptions, detects when a new technology starts appearing across multiple reqs.

Accepts a webhook with one or more competitor pricing URLs, scrapes them on demand, diffs against the stored baseline, and returns an inline strategic summary plus a Slack post.

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 sustained cache hit-rate drop is confirmed, an agent investigates the offending GitLab config change, drafts a root-cause analysis with a concrete fix.

On a quarterly schedule, inventories every contract in the Dropbox vault, summarizes counts by retention status into a Notion audit page.

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.

Once a day, aggregates Discord and X sentiment into a top-themes digest and appends a dated entry to a Notion sentiment log for trend tracking.

On a freshness alert, an agent investigates across BigQuery, Honeycomb, and dbt logs, writes a plain-English root-cause hypothesis, and posts a summarized incident brief to Slack.

After the board meeting, exports the finalized deck, archives it to Google Drive in the dated board folder, generates a one-page executive recap.

Every morning an agent crawls a watchlist of competitor sites and the web for the prior 24 hours, summarizes what changed with sources.

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…

Every morning, gathers all the previous day's production deploys and their Sentry error groups, clusters regressions by root cause across deploys.

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

Monitors a watchlist of competitors and detects when any of them is announced as a sponsor or speaker at an upcoming event.

Once a day, summarizes the prior 24 hours of Discord and social sentiment into a Notion digest with trend, top themes, and any near-miss escalations, then links it in Slack.

Accepts a pasted Loom URL via webhook, transcribes it into a formatted Google Doc with a clickable chapter outline, then posts the doc link to a Slack channel for the team.

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

An agent that takes a hiring manager's Loom intake, drafts the structured req in Notion, schedules a kickoff with the recruiter, and posts a summary to the hiring channel.

Aggregates a week of App Store and G2 reviews, clusters them into recurring themes with sentiment trends, logs the breakdown to Airtable.

When a foreign invoice trips the FX drift threshold, an agent gathers the invoice, rate history, and counterparty context.

When a HuggingFace model's license changes, an agent researches the new terms, assesses commercial-use and redistribution impact across every dependent repo.

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

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

Every Friday, pulls the active Linear sprint's issue data, has an LLM write a plain-English health summary, publishes it as a Notion page.

Once a week, summarizes all card, license, and revision changes across your watched HuggingFace models into a single readable digest page in Notion and posts the link to Slack.

Each week, aggregates resolved and pending policy violations from Postgres, summarizes the top offending categories and repeat employees.

Gives employees a Slack slash command that returns their current PTO balance from your HR system plus the relevant accrual policy from the handbook, in a private ephemeral reply.

Runs each morning, finds every HubSpot deal marked demo-complete in the last 24 hours, builds a tailored Drive asset bundle for each.

When a Zoom recording finishes, transcribes it, drafts show notes and chapter timestamps with OpenAI.

When a buyer replies to a deal thread in Gmail, an agent extracts any commitments or next steps and adds them as owned, due-dated items on the Monday mutual-action-plan board.

For duplicate pairs where the two CRMs disagree on critical fields like owner, contract value, or billing address.

Given an active incident, retrieves the matching runbook and returns a step-by-step remediation walkthrough with citations, then posts a status thread to Microsoft Teams.

Transcribes a post-meeting voice memo, scores deal risk from the language used, always logs the recap to Attio.

When a source breaches its freshness SLA, an agent investigates the likely cause across recent loads and logs, drafts a plain-English root-cause summary.

Every weekday morning, compiles all of today's Outlook meetings into one Coda dashboard page with attendee context and direct links to each meeting's prep one-pager.

Reads a photographed conference badge with OCR, extracts the contact fields, and creates a clean, deduplicated lead in your CRM with a Slack confirmation.

Scans recent Zendesk tickets weekly, clusters questions that agents could not answer from existing docs.