Draft executive summary from parsed documents

Once VLM Run finishes extracting key data points from a document, use Agility Writer to automatically generate a polished summary draft.

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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.

VLM Run Explore VLM Run →

Triggers

Data extracted from a document

Fires when VLM Run finishes extracting data from a document such as an invoice, receipt, form or resume.

Actions

Send a document for extraction

Posts a file to VLM Run to be parsed.

Extract structured data from a file

Runs an extraction template in VLM Run against a document.

Agility Writer Explore Agility Writer →

Triggers

New content generated

Fires when Agility Writer finishes generating a draft, image, or video.

Render finished

Fires when a video or asset render completes in Agility Writer.

Document published from a flow

Fires when Agility Writer publishes a document from a workflow.

Actions

Generate content from a prompt

Sends a prompt to Agility Writer and returns the generated text, image or video.

Render from a template

Renders a video or asset from a saved template in Agility Writer.

Summarize a block of text

Uses Agility Writer to summarize longer text.

Create or update a document

Writes generated content to a document in Agility Writer.

Extract structured data from published drafts When a new document is published in Agility Writer, send it to VLM Run to extract key structured entity values for downstream processing. See details

Create customer reports from extracted data When structured data is extracted from incoming forms by VLM Run, render a personalized output document using templates in Agility Writer. See details

See all VLM Run + Agility Writer integrations → · Browse the full workflow library →

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FAQ

Common questions

Can Knit build “Draft executive summary from parsed documents” between VLM Run and Agility Writer?

Yes — describe it in the box above and Knit's Integrations Agent researches VLM Run and Agility Writer'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 do Agility Writer and VLM Run work together?

VLM Run parses structured information from complex files, while Agility Writer uses that data to draft written reports, summaries, or customer-facing copy.

Can extracted document fields be automatically reformatted?

Yes, structured data pulled by VLM Run can be passed to Agility Writer to render customized documents or summarize key findings automatically.