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Workflow automation examples

See workflow automation in action across engineering, product, marketing, sales, support, and compliance.

Sentry
Axiom
GitHub

Sentry Errors to GitHub Issues

Deduplicates overnight incidents and files prioritized issues for review.

Sentry · Axiom · GitHub

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Slack
GitHub
Linear
Sentry
Plausible

Daily Engineering Brief

Summarizes delivery, incidents, and traffic before standup.

Slack · GitHub · Linear · Sentry · Plausible

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Apollo
Google Sheets
Gmail

ICP Research to Outreach Drafts

Scores ICP-fit leads and prepares personalized outreach drafts.

Apollo · Google Sheets · Gmail

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HeyGen
ElevenLabs
Google Drive

Screen Recording to Explainer Video

Turns a screen recording into a narrated explainer video.

HeyGen · ElevenLabs · Google Drive

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X (Twitter)
Gmail
Notion
Google Sheets
Slack

KOL Research to Partnership Draft

Researches creator fit and prepares a personalized partnership draft.

X (Twitter) · Gmail · Notion · Google Sheets · Slack

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Slack
GitHub
Linear

Slack Bug Report to GitHub Fix

Turns a Slack bug report into a scoped fix and regression test.

Slack · GitHub · Linear

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Slack
Google Docs
Calendar
Gmail

Employee Onboarding Plan

Prepares the onboarding plan, welcome, meetings, and first-week agenda.

Slack · Google Docs · Calendar · Gmail

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GitHub
Vercel
Plausible

Brand Brief to Landing Page

Turns a brand brief into a complete, deployable landing page.

GitHub · Vercel · Plausible

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Google Ads
Google Sheets
Meta Ads

Weekly Paid Ads Optimization

Finds wasted spend and recommends weekly campaign improvements.

Google Ads · Google Sheets · Meta Ads

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Gmail
Slack

Daily Inbox Triage

Prioritizes decisions and follow-ups in one daily inbox brief.

Gmail · Slack

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GitHub
Resend
X (Twitter)
Slack

Merged PRs to Launch Copy

Turns merged PRs into consistent changelog and launch drafts.

GitHub · Resend · X (Twitter) · Slack

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Slack
Ahrefs
Strapi

Keyword Gaps to Multilingual Drafts

Turns keyword gaps into ranked, multilingual content drafts.

Slack · Ahrefs · Strapi

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Gmail
HubSpot
Calendar
Notion

Sales Call to Follow-Up Draft

Turns a sales call into a deal brief and follow-up draft.

Gmail · HubSpot · Calendar · Notion

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Xero
Brex
Google Sheets
Google Drive

Xero Actuals to Budget Variance Commentary

Explains budget variances from Xero, Brex, Sheets, and source evidence.

Xero · Brex · Google Sheets · Google Drive

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Granola
Calendar
Airtable
Xero

Calendar Activity to Billable Hours Recap

Reconstructs client hours from Calendar, Granola, Airtable, and Xero.

Granola · Calendar · Airtable · Xero

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Intercom
Granola
Google Drive
HubSpot

Customer Calls to Living Messaging Doc

Turns Intercom conversations and Granola calls into sourced messaging.

Intercom · Granola · Google Drive · HubSpot

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PostHog
Plausible
Notion
Slack

Website Analytics to Weekly Growth Report

Combines PostHog and Plausible into a weekly growth readout.

PostHog · Plausible · Notion · Slack

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Calendar
Calendly

Calendar Changes to Availability Blocks

Syncs Calendly with calendar changes without touching real meetings.

Calendar · Calendly

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X (Twitter)
Notion
Linear

X Bookmarks to Notes and Tasks

Turns saved X research into Notion notes and Linear tasks.

X (Twitter) · Notion · Linear

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Calendly
tl;dv
HubSpot
Gmail

Calendly Booking to tl;dv Follow-Up

Prepares calls, analyzes tl;dv, updates HubSpot, and drafts follow-ups.

Calendly · tl;dv · HubSpot · Gmail

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Need a different AI agent workflow?

Share the recurring task, source tools, and finished output you need.

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What makes a workflow worth automating

Start with repeatable work and a reviewable result

The best workflow automation examples start with a clear trigger, gather context from known systems, and end in a specific deliverable that someone can review.

Compare each workflow by its source tools, output, schedule, and approval point. Good fits include error triage, inbox sorting, meeting follow-up, reporting, employee onboarding, and publishing.

Unlike fixed if-then business process automation, AI workflow automation can interpret unstructured context while staying inside the access and review rules you set.

How AI workflow automation moves from trigger to review

A useful workflow makes the trigger, source data, output, and approval point explicit.

  1. 01

    Choose the trigger and source tools

    Decide whether the work starts on a schedule or an event, then connect only the inbox, CRM, code, docs, or analytics it needs.

  2. 02

    Define the output and guardrails

    Specify the report, draft, issue, page, or update you expect, plus what Zero may read, draft, or write.

  3. 03

    Review one run before scheduling the next

    Inspect the first result, adjust the instructions, and create one of your automated workflows only after the output meets your standard.

Common questions about workflow automation

Before you automate the first run

What is workflow automation?

Workflow automation connects a trigger, the systems that hold the context, and a defined output so recurring work can run consistently. With Zero, each run can still pause for human review before a sensitive action.

Which workflows should I automate first?

Start with work that repeats, crosses multiple tools, and ends in something a person can verify. Inbox triage, sales follow-up, employee onboarding, incident review, weekly reporting, and publishing are strong first workflows.

How is AI workflow automation different from rule-based automation?

Rule-based automation follows fixed conditions. AI workflow automation can read unstructured context, compare information across tools, and prepare a report, draft, issue, page, or decision brief within the permissions you set.

How do I keep human review in an automated workflow?

Connect only the tools the workflow needs, define read, draft, or write access for each one, and keep sensitive actions behind approval. Review the first result before scheduling future runs.

Which recurring task should Zero run first?

Send the task, source tools, required output, and approval points. Review one run before you schedule the next.

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