AI Agents workflows

When the Chairman requests a deep dive on a specific metric via webhook, the agent queries the warehouse, builds a focused analysis with a generated chart.

When a QBR is scheduled on the calendar, an agent compiles account metrics from HubSpot and Snowflake usage data into a finished slide deck saved to the customer's Google Drive…

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.

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…

On demand from a webhook, an agent gathers all control evidence for a named audit period from Airtable and GitHub, assembles a structured evidence package in Google Drive.

On a schedule before each renewal, an agent pulls a customer's HubSpot deals, Intercom conversations, and product notes.

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.

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.

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.

Takes a research question you submit, runs a multi-source web search, and returns a Notion evidence table where every claim is backed by a cited source and tagged…

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

Takes a draft document from Google Drive, extracts every factual claim, researches each one against live sources, and writes back an annotated audit marking claims as Supported.

Saves highlight clips from a completed Zoom recording to a shared Google Drive folder and files each extracted action item as an Asana task with a due date.

After a QBR call, an agent turns the Zoom transcript plus account context into a customer-ready recap email and routes the agreed action items into HubSpot and Linear.

An agent builds a vendor shortlist matrix and, for each finalist, scrapes real customer reviews and case studies to attach reference evidence and a sentiment score per vendor…

When a new lead is created in HubSpot, researches the company and contact, builds a sales-ready account brief, and writes it back onto the HubSpot record.

Monthly, an agent pulls Datadog and Honeycomb usage, allocates spend to teams and services by tags, writes the breakdown to Snowflake, and posts a chargeback summary to Slack.

Submit a board-level question via a form; the agent runs a deeper multi-round investigation, drafts a long-form sourced analysis in Google Docs.

On a weekly schedule, re-researches a list of standing questions you track, compares fresh findings against last week's.

After a deploy webhook fires, an agent watches Sentry error rates and Datadog latency for a hold window.

When an external alerting webhook signals an unresolved incident past its SLA, an agent walks the escalation runbook from Google Drive.

When an opposing public comment is filed, the agent fact-checks its claims against independent sources and drafts a point-by-point rebuttal with citations.

A webhook with an RFP brief kicks off an agent that researches qualifying vendors, builds a scored shortlist matrix, and saves a formatted decision document to Google Drive.

Submit a research question via webhook and an agent gathers primary sources, extracts supporting evidence with citations.

When a booth badge is scanned, an agent enriches the lead, scores fit, and books a follow-up demo on the right rep's calendar, then logs the meeting in your CRM.

Frequently scrapes priority competitors, and when an agent judges a price cut large enough to threaten active deals.

Accepts a topic via webhook from any internal tool, runs a multi-pass deep research dive, and produces a long-form, sectioned report in Google Docs.

When a new RFP requirement lands via webhook, an agent researches matching vendors, verifies claims against their live product pages.

After a WAF incident resolves, an agent gathers the Cloudflare rule changes and timeline, writes a structured postmortem in Linear, and posts the draft to Slack for review.

When a WAF alert fires, an agent reads the matching runbook, executes the documented Cloudflare remediation (toggling or tightening WAF rules).

Accepts an inbound opportunity via webhook from your intake form or portal, runs an instant eligibility screen against the capability profile.

For each requirement line-item in an Airtable matrix, an agent searches your past-answer library and drafts a tailored compliance response.

Reads RFPs that arrive as Gmail attachments, scores fit against your capability profile.

Takes the requirements an RFP gap analysis flagged as Partial or Gap, maps each to the right internal owner by domain, and opens a Linear issue per gap with the requirement text.

Posts each drafted vendor counter-offer to a Slack channel with Approve/Edit/Skip actions, then sends the email only after a human approves.

After Replicate finishes an image, this workflow runs the result through a HuggingFace image-safety classifier, deletes or quarantines unsafe images.

When an amended RFP version drops in Dropbox, an agent diffs it against the original, identifies added, changed, and removed requirements.

Reads a new RFP from Dropbox, pulls out every discrete requirement with an LLM, scores each against your capability library, and writes a color-coded gap matrix to Notion.

On a weekly schedule, an agent reviews recent RFP questions that scored low confidence, clusters the recurring gaps, and posts a prioritized content-to-write list to Slack.

On a quarterly schedule, pulls the core KPI set from Snowflake, drafts narrative commentary for each metric.

When a Zoom cloud recording finishes, an agent pulls highlight moments into shareable clips and turns spoken commitments into owned tasks routed to the right tracker.

A teammate asks in Slack for a topic from a recent Zoom call; the agent finds the matching moments, clips them, and creates a task for any commitment tied to that topic.

On a weekly schedule, an agent gathers the week's Zoom recordings, extracts the top cross-meeting highlights and open commitments, and ships a digest plus assigned Linear issues.

On demand, validates that every requirement in an Airtable matrix is answered and approved.

Turns a finished Zoom recording into a stitched highlight reel and a structured Notion recap page with decisions, clips, and a follow-up checklist.

When a new RFP PDF lands in a Dropbox folder, an agent extracts every numbered requirement into discrete line-items and assembles a draft compliance matrix in Airtable.

Watches your Notion evidence table for rows flagged Low confidence, automatically re-researches each one with fresh sources.

When a board deck draft is marked ready in Notion, re-queries every cited number against Snowflake, flags any figure that no longer matches.

Every Monday, crawls your tracked competitors' pricing pages, diffs them against last week's snapshot stored in Postgres, and posts a summarized digest of every change to Slack.

A nightly agent scans ClickUp tasks untouched for 30+ days, reads your Notion roadmap, and reclassifies each one as on-roadmap, off-roadmap, or obsolete — updating tags and status.

When a new ClickUp task is created, an agent checks it against the Notion roadmap, auto-links and tags genuine roadmap work.

When a supplier's logged quote beats no target, an agent drafts and sends a polite counteroffer email asking for a better price or terms, then logs the negotiation round in Coda.

When a procurement intake form is submitted, the agent drafts a tailored request-for-quote and emails it to a shortlist of vendors, logging each outreach in Airtable.

When a video is published, an agent decides how many shorts it warrants, drafts and self-critiques each script, schedules the posts, and reports the plan to the team in Slack.

On a schedule, an agent rechecks every "vs competitor" claim on your site by crawling the named competitor's current pages, flagging claims that have gone stale or false in Slack.

On webhook upload of a call recording, transcribes it, mines it for an opportunity brief in Notion.

Each morning, compiles your day's meetings and overnight unread email into a single prioritized briefing posted to Slack.

A chat-triggered agent that, when a rep asks about a competitor in Slack, scrapes that competitor's live pricing on the spot, summarizes it against your own plans.