A3 is a cloud-based web automation ADE (agentic development environment). You define workflows, then use LLMs to learn sites and build Playwright scripts. Once learned, A3 exposes those automations at scale through a REST API plus MCP and UCP.
Describe to A3 in plain English what you want your web automation workflow to do. A3 will ask a few clarifying questions, then build the schemas, missions, and workflow configurations.
Press play, then pick the tasks to scaffold
Tell A3 which site you want to learn to automate. A3 then navigates through the site and builds and verifies the Playwright scripts one by one.
Press play, then pick a site to learn
Once you've learned a site, use it as an API or MCP tool — or chat to it via the chat assistant. Playback is deterministic: 0 tokens, because the LLM is no longer required.
Press run to replay the learned automation
Join the waitlist to get into A3 — teach agents to navigate other sites in the browser, replay workflows deterministically, and ship automations that return typed JSON.