An AI browser agent for work that hands back the finished thing

What comes back at the end of a run

150 companies matching your profile, each with the contact email verified, in the sheet you named. Thirty vendor pages compared on price and support terms in one table. Forty candidate profiles read against your rubric, the top ten logged in the ATS with the reason on each row.

A companion goes at that volume without slowing down or skipping the boring rows, which is the whole reason to delegate a hundred of anything.

What are the two tells that you need an agent?

Watch your own week for two patterns:

• Multiplication. Many pages, many records, many repetitions: 150 leads to source, 30 vendor pages to compare, 40 candidates to screen against a rubric. The thinking took a minute and the clicking takes the afternoon. See sales prospecting, recruiting and research.
• Logins. The work lives in your inbox, CRM and portals. Companions work in your real session, with native integrations for Gmail, Outlook, Slack, Notion, Zoom and Apollo where it counts.

How do we check that a run finishes?

A suite of real workflows, each with a written pass condition, marked step by step against a fixed answer key rather than by a model reading its own write-up, re-run monthly. It is at /benchmarks/spec, rebuilt so you can run it yourself.

Work accounts raise the stakes, so sending, posting, paying and changing records each stop at an approval card, and drafted outreach waits for you. The guardrails are on the security page.

What compounds after the first task

Brief a companion on your project, customers and voice and it carries that forward instead of starting cold. Routines run the recurring jobs on schedule, skills save any pass that worked for one-line reuse, and meeting prep and transcription cover the calls in between.

What adds up is a small supervised team: briefed once, working in your accounts, handing back finished work for a yes.

Frequently asked questions