Generate custom follow-up forms when model fine-tuning completes
When a fine-tune job finishes in Marlie AI, automatically create an updated survey in Wispform to gather fresh test data from respondents.
See all Wispform + Marlie AI 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.
Wispform Explore Wispform →
TriggersFires when a form is submitted in Wispform.
Fires when a respondent finishes a survey in Wispform.
Fires when an existing response is edited in Wispform.
Creates or updates a form or survey in Wispform.
Looks up a specific form response in Wispform.
Adds a respondent or contact to a form in Wispform.
Marlie AI Explore Marlie AI →
TriggersFires when Marlie AI generates a response to a prompt.
Fires when a request to Marlie AI errors or times out.
Fires when a fine-tuning job in Marlie AI finishes.
Sends a prompt to Marlie AI and returns the model's response.
Uses Marlie AI to summarize a block of text.
Uses Marlie AI to classify or extract structured data from text.
More Wispform + Marlie AI workflows
Automatically classify open-ended survey feedback
When a user completes a survey in Wispform, send the feedback text to Marlie AI to automatically extract themes and classify respondent sentiments.
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Summarize long form responses for quick review
When a detailed form response is received in Wispform, use Marlie AI to generate a concise summary so your team can quickly digest key feedback.
See details
See all Wispform + Marlie AI integrations → · Browse the full workflow library →
Common questions
Can Knit build “Generate custom follow-up forms when model fine-tuning completes” between Wispform and Marlie AI?
Yes — describe it in the box above and Knit's Integrations Agent researches Wispform 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 does Marlie AI improve how we process survey data from Wispform?
When customers complete surveys in Wispform, Marlie AI can instantly summarize long responses, extract key themes, or categorize customer feedback without manual reading.
Can generated AI insights in Marlie AI be saved back into Wispform?
Yes, after Marlie AI analyzes or summarizes response text, the resulting completion can be saved directly back into Wispform to enrich the response record.