Available Context

@_platform-references/org-variables.md

Ops AI Transform

Goal

Apply AI-powered transformations to entire columns in an Ops table -- generating new values, rewriting existing data, deriving insights from other columns, or standardizing messy data. Unlike enrichment (which pulls in external data), transforms work with the data already in the table to produce derived or improved values.

Think of it as having a smart assistant process each row: "For every lead, write a personalized opening line based on their name, title, and company" or "Standardize all the job titles to seniority levels."

Required Capabilities

• Ops Tables: Access to AI transform APIs

Inputs

• table_id: ID of the ops table
• column_id: ID of the target column to write transformed values into
• prompt: Describes what the AI should generate or transform (e.g., "Write a one-line personalized opener referencing the lead's role")
• source_columns: Column names that the AI should read from when generating values (e.g., ["Name", "Title", "Company"])