Example: Lead enrichment + personalized outreach

Pull a list of leads from a CRM, enrich each with public data, and send a personalized opener that references something specific about their company.

async function enrichAndOutreach(inboxId: string, leads: Lead[]) {
  for (const lead of leads) {
    // 1. Pre-flight verify the email
    const verification = await mam("POST", "/verify-email", { email: lead.email });
    if (!verification.valid) {
      console.log(`skipping ${lead.email} — invalid`);
      continue;
    }

    // 2. Enrich (your own enrichment provider)
    const enriched = await enrichLead(lead.email);

    // 3. Compose with the LLM
    const subject = await llm.compose({
      task: "subject_line",
      lead: enriched,
      max_chars: 60,
    });
    const body = await llm.compose({
      task: "cold_opener",
      lead: enriched,
      tone: "professional, concise, references the specific thing",
    });

    // 4. Send
    const sent = await mam("POST", `/inboxes/${inboxId}/send`, {
      to: lead.email,
      subject,
      plainBody: body,
      verified: true,
    });

    // 5. Track the outbound thread for reply matching
    await db.createOutreach({
      leadId: lead.id,
      inboxId,
      threadId: sent.threadId,
      messageId: sent.id,
      sentAt: Date.now(),
    });

    // Friendly rate-limit for warming domains
    await sleep(2000);
  }
}

For domain warming, keep this tight (10-20 sends/day) for the first week before ramping. See Domain warming.