Cyberdesk

Cyberdesk is a self-learning computer use agent that automates legacy Windows desktop applications — EHRs, ERPs, financial platforms, and logistics portals — without requiring APIs, screen scraping, or fragile integrations. Developers in healthcare, finance, and logistics use it to build reliable automations for their clients by writing workflows in plain English and triggering them via API. Cyberdesk works by installing a lightweight driver on any physical or virtual Windows machine (no firewalls, VPNs, or proxies needed). Workflows are authored in natural language — e.g., "Open Epic, add a patient..." — and executed by a computer-use AI engine that learns from repeated tasks, becoming faster and deterministic with intelligent caching and trajectory replay. Runs are observable via a command center dashboard with logs and machine management. Key features include intelligent caching for cheaper repeated runs, Cyberdriver 1.0 (RustDesk-based) for streaming desktops, post-run image checks that start sooner, pool parameters for shared run defaults, and model selection (Claude Sonnet 5, Gemini 3.5 Flash). Sensitive inputs are kept separate from normal agent context for security. Workflows can be triggered via REST API and SDKs (TypeScript, Python). What sets Cyberdesk apart from traditional RPA or scripting tools like PyAutoGUI is its AI-native architecture: it uses large language models to interpret and execute workflows, with built-in observability, secure credential handling, and deterministic outcomes over time. Backed by Y Combinator, it's designed for enterprise-grade security but currently only supports Windows, limiting cross-platform use.