AI in Wrkflows

Wrk Actions can invoke AI models for classification, extraction, summarization, and generation. AI steps fit into Wrkflows like any other Action — with inputs, outputs, and downstream logic.

Common patterns

• Document extraction — pull structured fields from invoices, IDs, or forms
• Text classification — route items by category or sentiment
• Content generation — draft responses or summaries from structured inputs

Human-in-the-Loop for high-risk steps

When AI output affects money, compliance, or customer-facing decisions, add a Human-in-the-Loop approval before the next Action runs.

Related

• Identify entities in text
• Human-in-the-Loop
• OpenAI integration