Features / Auto Outreach
Operations workers
at scale.
Workers write one message per recipient using fresh research and persistent memory. Batch-generate drafts, review side effects, then export or sync approved updates.
How it works
Three steps to pipeline
Collect
A configured contact workflow can provide evidence and context such as role, company, recent activity, or technical signals for review.
Compose
The LLM writes one message per recipient using that context — no fill-in-the-blanks templates.
Review & export
Approval flow gates side effects, then export a deliverable or prepare an approved CRM handoff.
Templates
Outreach that fits the channel
Cold email
Short, specific, grounded in real context — never generic.
Connection notes and follow-ups tuned to the channel’s limits.
Telegram / DM
Conversational openers for messaging-first markets.
Personalization
Every message is unique
Messages reference what the agent actually found — a recent post, a hiring round, a tech migration. With semantic memory, repeat outreach remembers past context instead of starting from zero.
Subject: Acme's Series B → infra hiring
Hi Jane — saw Acme just closed the Series B
and opened 6 platform roles. We helped
Globex cut lead-research time from hours
to minutes while scaling their SDR team…CRM integration
Push to pipeline, not spreadsheets
When a supported CRM adapter is configured, approved contacts can be synced with deduplication by crm_id. Availability and field mapping depend on your deployment.
Universal exports for any stack.
Shareable reports with findings.
Notifications when batches finish.
Side effects wait for an explicit yes.