Update lead scores when AI fine-tuning completes

When a fine-tune job completes in Marlie AI, automatically update contact records in Acelle Mail to apply updated classification rules across leads.

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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.

Acelle Mail Explore Acelle Mail →

Triggers

New lead captured

Fires when a new lead or contact is captured in Acelle Mail.

Contact enters a workflow

Fires when a contact enters an automation in Acelle Mail.

Contact updated

Fires when a field on a contact changes in Acelle Mail.

Contact unsubscribed

Fires when a contact unsubscribes in Acelle Mail.

Actions

Create or update a contact

Creates or updates a contact in Acelle Mail.

Add a contact to a campaign

Adds a contact to a workflow or campaign in Acelle Mail.

Send a message

Sends an email or message to a contact via Acelle Mail.

Apply or remove a tag

Changes a contact's tags in Acelle Mail.

Marlie AI Explore Marlie AI →

Triggers

New completion generated

Fires when Marlie AI generates a response to a prompt.

Model run failed

Fires when a request to Marlie AI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in Marlie AI finishes.

Actions

Generate a completion

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

Summarize text

Uses Marlie AI to summarize a block of text.

Classify or extract data

Uses Marlie AI to classify or extract structured data from text.

Classify and tag incoming leads using AI text analysis When a new lead is captured in Acelle Mail, run their submission details through Marlie AI to classify intent and apply appropriate tags in Acelle Mail. See details

Generate personalized messaging for campaign contacts When a contact enters a workflow in Acelle Mail, use Marlie AI to generate custom text completions that tailor outreach messages to the user. See details

See all Acelle Mail + Marlie AI integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Update lead scores when AI fine-tuning completes” between Acelle Mail and Marlie AI?

Yes — describe it in the box above and Knit's Integrations Agent researches Acelle Mail and Marlie AI'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.

How can AI models enhance marketing automation campaigns?

By processing incoming lead details through Marlie AI, you can generate personalized email copy, classify lead intent, or summarize notes in Acelle Mail.

Can AI classify lead categories automatically when new contacts sign up?

Yes, when a new lead is captured in Acelle Mail, AI capabilities in Marlie AI can extract key insights and apply accurate tags to the contact record.