Architectural Deep Dive

Built from the ground up for sub-second speed and real automation.

Understand the engineering behind our tile streaming pipeline, the live UI tree that powers both the AI Copilot and the visual builder, and the SDK that ties it all together.

Low-Latency Tile Streaming

Video codecs were built for movies, not dense spreadsheets and toolbar-heavy Windows apps.

Sub-150ms median input latency

Cursor and keyboard input bypass standard buffering, syncing directly with cloud event pumps for fluid, responsive control.

Per-tile diff, not full frames

We slice the desktop viewport into micro tiles and only retransmit the ones that changed — sharp text, tiny idle bandwidth.

Runs on any modern browser

No client install, no browser extension. Chrome, Edge, Safari, Firefox — on a Chromebook or a locked-down laptop.

AI Copilot & Visual RPA

Click any node in the live UI tree, or hand the task to the Copilot in plain English.

No screen-scraping

The automation canvas reads the same structured UI tree the app exposes — buttons, fields, menus — not pixels or OCR.

Natural-language task execution

Describe a task and the Copilot plans and executes a real sequence of UI actions, the same way a human would click through it.

Drag-and-drop workflow builder

Chain clicks, extractions, and conditions visually. Export any workflow as SDK code when you outgrow the canvas.

Python & JavaScript SDK

A session is an object in your code — start it, drive it, tear it down.

First-class async support

Await session start, UI actions, and Copilot runs directly in your existing automation or backend code.

Direct UI tree access

Find, click, read, and type against the live UI tree — the same primitives the visual builder uses under the hood.

Webhooks for every lifecycle event

Session started, Copilot step completed, session ended — wire them into your own orchestration or monitoring.

Recording & Session Analytics

Every session records itself and flags friction automatically — no extra setup.

Full-fidelity session replay

Scrub, replay, and export any session — human-driven or Copilot-driven — from a shareable link.

Automatic friction detection

Hesitation, repeated clicks, and dead-end paths are flagged on the timeline without watching the recording back.

Single-use session tickets

Every session URL is short-lived and single-instance — no standing passwords, no shared credentials.

⚡ Instant Enterprise Deployment

Ready to script your first session?

Start free — no credit card, no VPN setup, no installer.