Operating Engines

Architecture Overlay

1. Lead Intelligence

Captures signals from forms, manual intake, and campaigns to identify valid targets.

2. Guided Intake

Asks one question at a time to support complex prompts without overwhelm.

3. CRM Organization

Turns raw requests into structured records with urgency, category, and status.

4. Business Admin

Synthesizes intake summaries and task movement for operational clarity.

5. Real Estate Assistant

Built from Marie’s experience. Organizes buyers, sellers, and broker-aware workflows.

6. Handoff & Follow-Up

Prepares clean summaries so humans can respond with context and confidence.

7. Memory & Context

Keeps request history visible so follow-up doesn't feel disconnected.

8. Local Visibility

Supports online presence through listing management and tracking signals.

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