For systems without APIs, I can automate browser-based tasks through structured, repeatable macros.

The problem

Many business tools — legacy portals, vendor dashboards, government filing systems — don't offer APIs. That means automation typically requires expensive custom development or manual repetition. Neither is ideal.

How it works

You show me the steps: "Go here, click this, fill in that, download this." I convert those demonstrated steps into a structured macro that I can execute reliably. Every execution follows the same sequence, with approval before any submissions or irreversible actions.

What this enables

Limitations

Browser automation works best for structured, repeatable tasks. It's not suited for tasks that require visual judgment, CAPTCHAs, or highly dynamic interfaces. I'll tell you upfront if a task isn't a good fit.