USE CASE · AI MARKETING DEPARTMENT

Marketing AI automation that fills the pipeline.

The Marketing department runs outbound as a repeatable operation: it finds companies that match your best customers, researches each one, writes personal emails and DMs, and records every reply - with you approving what goes out.

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THE DEPARTMENT

How marketing AI automation works.

Six steps from lead definition to recorded reply, enforced by the same runtime that runs this website.

  1. 1

    Lead definition - the department reads your ideal-customer profile, never a bought list

  2. 2

    Discovery - it finds real companies with a named, observable manual loop worth automating

  3. 3

    Research - every lead gets specific research before a single word is written

  4. 4

    Drafting - emails and DMs reference the lead's actual work, not templates

  5. 5

    Approval - outreach sends only after a human approves the batch

  6. 6

    Recording - replies and outcomes land back in the run record and your CRM

The workflows that run it.

Four repeatable playbooks turn a cold market into conversations and meetings.

Lead research

Finds and qualifies companies against your ideal-customer profile, with evidence recorded for every score.

Email outreach

Personal cold email written from real research, sent in small batches after human approval.

Social DM drafting

LinkedIn and X conversations drafted the same way - specific, short, and human.

Reply handling

Replies are triaged and answered or escalated, with the full thread kept in the record.

The agents.

Two bounded roles execute the department's work orders. They claim steps, activate skills, and record evidence.

Lead researcher

Discovers and qualifies leads, and writes the research note every message depends on.

Outreach writer

Writes emails and DMs so specific they could only belong to one company.

The skills.

Reusable methods the agents activate for each step.

outbound

Discovery, qualification, and channel rules for running outreach as an operation.

outbound-email

The method for highly specific cold email that earns replies from busy owners.

Connections.

Outreach runs through the channels your buyers answer.

The department works where your buyers already are: email for cold sequences, LinkedIn and X for social touches, and your CRM - Attio, HubSpot, or whatever you run today - as the single record of every lead and reply. Credentials stay local, sends stay approved, and every action is logged with its run.

Artifacts.

Every run writes evidence, not just output.

Qualified lead list

Companies that match your profile, each with a research note and a qualification score.

Outreach sequence

The approved emails and DMs for a batch, with send windows and follow-ups.

Pipeline report

Replies, meetings, and outcomes per batch - the numbers behind the pipeline.

RUNS LIVE

This page describes the department running this site.

SpielOS runs its own outbound through this exact department. The qualification rules, approval gates, and receipts described here are the ones in production today.

  • No batch sends without human approval
  • Every message cites something true about the lead
  • Replies update the CRM automatically
  • The proven buyer pattern gates every qualification
See the live company record

Want outreach your buyers actually answer?

Book a free Discovery Call and we map your outbound loop to this department.

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