LangGraph vs n8n

Prepare a security report from a user email

LangGraph handles this as a draft: What they saw, when, and what I should not click. Do not reply with a link.

Steps: 4
Cost: low
Time: Fifteen minutes

Unverified · docs.langchain.com · 15 Oct 2026

Cluster tickets that share a phrase

LangGraph handles this as a draft: Group by the error string I name. Count each group. Do not close tickets.

Steps: 4
Cost: low
Time: Twenty minutes

Unverified · docs.langchain.com · 14 Oct 2026

Sort billing tickets that need finance

LangGraph handles this as a draft: Which ones mention a charge id. Do not refund.

Steps: 4
Cost: low
Time: Fifteen minutes

Unverified · docs.langchain.com · 11 Oct 2026

Route a support ticket in LangGraph and pause before reply

A small LangGraph app classifies a ticket, drafts a reply, and interrupts for a person before anything is sent.

Steps: 4
Cost: free
Time: Sorting a repetitive queue, after the graph is built. Building it is real engineering.

Unverified · docs.langchain.com · 26 Sep 2026

Compare a refund request to the policy

LangGraph handles this as a draft: Approve-shaped or deny-shaped, with the policy sentence. I decide. Do not issue a refund.

Steps: 4
Cost: free
Time: Ten minutes

Unverified · docs.langchain.com · 12 Sep 2026

n8n playbooks

Sort a shoebox of contractor invoices

n8n handles this as a draft: Name the vendor, date, amount, and whether the PDF includes an address. Flag invoices missing a date. Do not pay anyone.

Steps: 4
Cost: low
Time: An afternoon of filing

Unverified · docs.n8n.io · 16 Oct 2026

Triage a support queue into four buckets

n8n handles this as a draft: Billing, bug, how-to, and unknown. One sentence why. Do not reply to customers.

Steps: 4
Cost: low
Time: Twenty minutes

Unverified · docs.n8n.io · 16 Oct 2026

Write a Monday status from ticket titles

n8n handles this as a draft: Done, next, and blocked, using only the titles I paste. No invented progress. Do not post in Slack.

Steps: 4
Cost: low
Time: Fifteen minutes

Unverified · docs.n8n.io · 16 Oct 2026

Let an n8n agent sort a Slack channel into a digest

An n8n agent reads one Slack channel, classifies messages, and posts a digest only to you. It does not reply in the channel.

Steps: 4
Cost: low
Time: Skimming a noisy channel, if the digest stays short enough to trust.

Unverified · docs.n8n.io · 15 Oct 2026

Prep a handover for weekend support

n8n handles this as a draft: Open sev issues and the workaround already sent. Do not change severity.

Steps: 4
Cost: low
Time: Fifteen minutes

Unverified · docs.n8n.io · 14 Oct 2026

Turn bank alerts into a weekly money memo

n8n handles this as a draft: Cluster alerts by merchant. Lead with anything over the threshold I set. Ignore marketing mail. Do not move money.

Steps: 4
Cost: low
Time: Fifteen minutes a week

Unverified · docs.n8n.io · 14 Oct 2026

Write a close-the-loop note after an incident

n8n handles this as a draft: Timeline and the customer impact sentence, from the doc. Do not email customers.

Steps: 4
Cost: low
Time: Twenty minutes

Unverified · docs.n8n.io · 14 Oct 2026

Turn a year of utility bills into a rate check

n8n handles this as a draft: Summarize usage and total paid by month. Point at the month the rate jumped and the line on the bill that explains it. Do not switch providers or submit a form.

Steps: 4
Cost: low
Time: An evening with PDF bills

Unverified · docs.n8n.io · 13 Oct 2026

Compare two SOPs for contradictions

n8n handles this as a draft: Side-by-side disagreements. Ignore matching lines. Do not delete an SOP.

Steps: 4
Cost: low
Time: Forty minutes

Unverified · docs.n8n.io · 11 Oct 2026

Draft a charity-donation log for taxes

n8n handles this as a draft: From the confirmation emails I paste, make a table of date, organization, and amount. Skip anything without an amount. Do not file taxes.

Steps: 4
Cost: free
Time: Half an hour

Unverified · docs.n8n.io · 8 Oct 2026