Workflow alternative
An API-First Alternative for Document Processing
Manual tools are efficient for occasional files. Teams with repeated inputs, status tracking, retries, and audit requirements often need an API-first path instead.
Keep manual and automated paths together
Use the same capability for the website, REST clients, MCP tools, and workflows so results and retention rules do not drift.
Design for asynchronous work
Large conversions need job IDs, status, cancellation, timeout, retry, and short-lived result links rather than a single long request.
Require evidence before pricing
Provider cost, failure ownership, refunds, and immutable usage events should exist before commercial quotas or overage promises.