Integration patterns

Make the handoff make sense.

Connect the format you have to the destination you need. These are implementation patternsβ€”not preconnected accounts or one-click third-party integrations.

Spreadsheets β†’ application records

Choose the data region, preserve string identifiers, and map columns to a destination contract. Keep parsing and business validation separate.

Explore spreadsheet imports

Website content β†’ editorial records

Use an authorized source, preserve headings and links, and keep extraction separate from publication review.

Explore content workflows

Documents β†’ a knowledge collection

Extract reviewable sections, attach source revisions, and evaluate content quality before indexing.

Explore knowledge imports

Images β†’ a media library

Connect originals, derivatives, descriptive metadata, and publishing status through stable asset identity.

Explore media workflows

Knowledge records β†’ retrieval

Carry section context and permissions into derived chunks. Evaluate retrieval with representative questions and expected evidence.

Explore LLM imports

Prompt definitions β†’ an application

Preserve message roles and variables, then use a reviewed adapter and evaluate behavior before activation.

Explore prompt imports

Review the boundary,
not just the connector.

A source system and a destination can agree on JSON while disagreeing on identity, permissions, dates, or update behavior. Capture those decisions before moving real records.

Compare source formats β†—

Before connecting a destination

Identify the owner of the destination schema. Decide which fields can be updated, how missing values behave, and whether existing records are matched by a stable external identifier.

Before repeating the workflow

Document source revisions, credential handling in your own implementation, and a recovery path for uncertain outcomes. Test the exact configuration and permissions rather than inferring compatibility from a brand name.