Classify incoming support tickets automatically with AI

When a new ticket is created in Fixflo, automatically analyze its text and extract key metadata using Claude to streamline triage.

Try:

See all Fixflo + Claude integrations or talk to a human

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How Knit builds this workflow

The Agent researches both APIs and wires the trigger on one side to the action on the other — no pre-built connector required. Here is the vocabulary it has to work with.

Fixflo Explore Fixflo →

Triggers

New ticket or conversation

Fires when a new support ticket or chat conversation starts in Fixflo.

Ticket status changed

Fires when a ticket's status changes in Fixflo.

Ticket assigned

Fires when a ticket in Fixflo is assigned to an agent.

SLA breached

Fires when a ticket in Fixflo breaches its response SLA.

Actions

Create ticket

Creates a new ticket in Fixflo.

Update ticket status

Updates a ticket's status in Fixflo.

Assign ticket

Assigns a ticket in Fixflo to an agent.

Reply to a ticket or chat

Posts a reply or internal note on a ticket or conversation in Fixflo.

Claude Explore Claude →

Triggers

New result returned

Fires when Claude returns a completion, prediction or other result.

Model run failed

Fires when a request to Claude errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Claude finishes.

Actions

Generate a completion

Sends a prompt to Claude and returns the model's response.

Run a model on an input

Sends text, an image or other data to Claude and returns the model's output.

Classify or extract data

Uses Claude to classify or extract structured data from text or images.

Create engineering tickets when AI model runs fail If an AI model run fails in Claude, automatically create an engineering ticket in Fixflo containing the failure diagnostics. See details

Add AI resolution summaries to ticket notes When a completion is generated in Claude, append the AI-crafted resolution summary as an internal comment on the target ticket in Fixflo. See details

See all Fixflo + Claude integrations → · Browse the full workflow library →

Enterprise-grade security

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FAQ

Common questions

Can Knit build “Classify incoming support tickets automatically with AI” between Fixflo and Claude?

Yes — describe it in the box above and Knit's Integrations Agent researches Fixflo and Claude's public API docs (or your own uploaded docs) and builds a working workflow, whether or not either app already has a pre-built connector.

How long does it take to build?

Minutes to a first working version, not weeks — you test it against real data before it goes anywhere near production.

What's the most common AI Models + Ticketing automation?

Having Claude draft a suggested reply or summary for a new ticket in Fixflo, or auto-suggest a priority and category based on the ticket's content.

Does a human still review the AI's suggestion before it's sent?

That's up to how you configure it — the Agent can draft a reply for a human to approve, or, for lower-stakes categorization, act directly on Fixflo.