AI Automation

Triggers, steps and what happens when one fails.

Already live in other tracks: An n8n workflow, node by node

1. Interactive

   Live

   One item through a workflow

   Send three different emails down the same path and watch the branch change.

   Open session →

2. Interactive

   Coming soon

   Triggers: webhooks, events and schedules

   What starts a workflow, and making sure it starts once.

3. Interactive

   Coming soon

   Branches and routing

   Send each item down the right path.

4. Interactive

   Live

   Run it on a schedule

   Fire the same workflow on a clock and see what a missed run does.

   Open session →

5. Interactive

   Live

   Retries and error handling

   Retry what's temporary, alert on what isn't.

   Open session →

6. Interactive

   Coming soon

   Idempotent steps

   Run a step twice without sending two emails.

Where a model fits inside an automation.

Already live in other tracks: Force valid JSON

1. Interactive

   Coming soon

   Adding an LLM step

   Prompt, parse and validate inside a workflow.

2. Interactive

   Live

   Classify and route

   Let a model decide which branch an item takes.

   Open session →

3. Interactive

   Coming soon

   Extract and fill

   Pull fields from text and write them into a system of record.

4. Interactive

   Coming soon

   Draft, then review

   The model writes, a person or a check approves.

5. Interactive

   Live

   Confidence thresholds and fallbacks

   Act alone when sure, ask for help when not.

   Open session →

Pause for a person where it matters.

1. Interactive

   Live

   Pause for a person

   Draft a refund, then approve or reject it before anything is sent.

   Open session →

2. Interactive

   Coming soon

   Escalation paths

   Hand off to the right person when the automation can't decide.

3. Interactive

   Coming soon

   Approval timeouts

   What happens when nobody answers.

4. Interactive

   Coming soon

   Who approved what

   A record of every decision, for later questions.

Connecting the tools your work already lives in.

1. Interactive

   Coming soon

   Connecting APIs

   OAuth, API keys, pagination and rate limits.

2. Interactive

   Coming soon

   Email in and out

   Read, label and reply to email automatically.

3. Interactive

   Coming soon

   Spreadsheets and CRMs

   Use them as inputs, outputs and simple databases.

4. Interactive

   Coming soon

   Document processing

   Scans and PDFs to structured data: OCR, extraction and checks.

5. Interactive

   Coming soon

   Slack and Teams bots

   Post updates, ask for approvals and answer questions in chat.

Keep them working after the first week.

Already live in other tracks: Background jobs and scheduling

1. Interactive

   Coming soon

   Monitoring runs and failures

   See every run, every failure and where it stopped.

2. Interactive

   Coming soon

   Controlling cost per run

   Model calls, API calls and runaway loops.

3. Interactive

   Coming soon

   Versioning and testing workflows

   Change a live workflow without breaking runs in progress.

4. Interactive

   Coming soon

   Durable workflows

   Long-running flows that survive restarts and wait days for an event.

Real automations, end to end.

1. Interactive

   Coming soon

   Triage an inbox into Slack

   Classify every email and post the urgent ones.

2. Interactive

   Coming soon

   Invoice to accounting

   Extract, match to a purchase order, and book it.

3. Interactive

   Coming soon

   Lead enrichment

   Research each new lead and score it.

4. Interactive

   Coming soon

   A daily digest

   Gather updates, summarize them, and deliver at 8 a.m.