Automatically classify open-ended survey feedback

When a user completes a survey in AidaForm, send the feedback text to AssemblyAI to automatically extract themes and classify respondent sentiments.

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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.

AssemblyAI Explore AssemblyAI →

Triggers

New completion generated

Fires when AssemblyAI generates a response to a prompt.

Model run failed

Fires when a request to AssemblyAI errors or times out.

Fine-tune job completed

Fires when a fine-tuning job in AssemblyAI finishes.

Actions

Generate a completion

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

Summarize text

Uses AssemblyAI to summarize a block of text.

Classify or extract data

Uses AssemblyAI to classify or extract structured data from text.

AidaForm Explore AidaForm →

Triggers

New form response

Fires when a form is submitted in AidaForm.

Survey completed

Fires when a respondent finishes a survey in AidaForm.

Response updated

Fires when an existing response is edited in AidaForm.

Actions

Create or update form

Creates or updates a form or survey in AidaForm.

Retrieve a response

Looks up a specific form response in AidaForm.

Add a respondent

Adds a respondent or contact to a form in AidaForm.

Summarize long form responses for quick review When a detailed form response is received in AidaForm, use AssemblyAI to generate a concise summary so your team can quickly digest key feedback. See details

Generate custom follow-up forms when model fine-tuning completes When a fine-tune job finishes in AssemblyAI, automatically create an updated survey in AidaForm to gather fresh test data from respondents. See details

See all AssemblyAI + AidaForm integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Automatically classify open-ended survey feedback” between AssemblyAI and AidaForm?

Yes — describe it in the box above and Knit's Integrations Agent researches AssemblyAI and AidaForm'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 AssemblyAI improve how we process survey data from AidaForm?

When customers complete surveys in AidaForm, AssemblyAI can instantly summarize long responses, extract key themes, or categorize customer feedback without manual reading.

Can generated AI insights in AssemblyAI be saved back into AidaForm?

Yes, after AssemblyAI analyzes or summarizes response text, the resulting completion can be saved directly back into AidaForm to enrich the response record.