Direct outreach, in practice

Each onboarding step you finish credits connects to your workspace.

Connect any REST API as an enrichment step — no waiting for us to build a native integration.

AI enrichments charge for the tokens and bytes they really consumed, and runs that produce nothing are not charged at all.

Trigger the whole enrichment chain for a segment at once instead of starting each step by hand.

Segment and filter leads on company attributes — size, industry, country, website data — not just fields on the lead itself.

The research agent can now search the web, not just crawl the company's own site — with proxy support and better error handling.

Attach run conditions to an enrichment so expensive steps skip leads that will never qualify.

AI enrichments, the research agent, and message generation now run on GPT-5.

Filter conditions and enrichment configuration are now edited inline, without leaving the list you are looking at.

Authorise your Google account instead of hunting for app passwords and SMTP host names.