Airtop

Airtop targets one of the hardest problems in automation: the long tail of web work that has no clean API. Instead of writing brittle selectors by hand, you describe a task — log in, collect data, fill out these forms, update these records — and Agent Builder produces and tests the automation for you. The result is compiled into reliable code that runs on schedules or triggers, so tasks execute predictably at scale rather than gambling on per-call LLM reasoning.

The platform reaches any system, with or without an API key. It ships pre-built integrations for common business tools, supports REST and GraphQL via a secure credential vault, and for applications that expose no API at all it logs in like a person: filling forms, downloading documents, and completing tasks behind authentication. CAPTCHA solving, password management, and built-in proxies are handled natively so runs survive the messy realities of the modern web.

Airtop backs this with enterprise controls. Sessions run in their own encrypted environments, the company states that customer data is never used for AI training, and it holds SOC 2 Type II certification with HIPAA compliance. Observability features show exactly what every agent did — every action, log, and result — and a set of ready-made templates plus SDKs lets engineering teams embed browser automation into agents running in Claude, n8n, Make, or Codex.