Built for websites that aren’t simple HTTP requests.

The page you see is assembled in the browser. The HTML a simple request returns is an empty shell.

Agents target the data layer the application itself consumes, not a fragile snapshot of the rendered page.

The record you need is four screens deep, behind a search form, a results list, and a detail view.

Each step of the journey is modelled explicitly, so the agent knows where it is and what it expects to find next.

Every request depends on the one before it: a session cookie, a form token, a view state that expires.

The session lifecycle is part of the agent's design. Credentials stay in your workspace, never in the agent definition.

Sources guard their capacity, and a collector that ignores that fails — or gets turned away.

We assess every source before accepting the work, pace collection to what it can sustain, and tell you plainly what isn't feasible.

Layouts change without notice, old systems time out, and a quiet failure looks just like a quiet day.

Transient errors are retried, persistent ones are surfaced, and runtime baselines flag drift so maintenance happens before the data goes wrong.

Thousands of result pages, cursors that shift mid-run, and volumes where one missed page is invisible.

Concurrency is tuned per source, and completion is checked against the expected record count — not “reached the last page.”

A case has parties, a party has filings, a filing has documents — spread across separate pages and requests.

Agents follow the relationships and deliver one structured record with its children attached, not a pile of disconnected rows.