Systems

Explore our AI-powered growth systems and learn how they drive B2B results.

March 9, 2026

System Architecture for Proactive Customer Churn Prediction

My architectural guide to building an advanced, automated system that predicts customer churn by integrating product analytics, a data warehouse, and alerts.

System Guide: Real-Time Custom System and Marketing Stack Integration via API and Webhooks

A technical guide for architects on integrating custom systems with a marketing stack using APIs and webhooks for real-time data synchronization.

System Architecture: Implementing User Action-Triggered Messaging

A technical guide for architects to implement a system that sends automated, personalized messages based on user actions like page visits and form fills.

System Guide: Real-Time Competitor Intelligence Aggregation and Alerting

I designed this technical guide for building a real-time competitor monitoring system. Follow my steps for data scraping, aggregation, and automated alerting.

System Architecture: Dynamic Content Personalization via CDP and CMS Integration

My technical guide for architects to implement a dynamic content personalization system using a CDP, CMS, and analytics for targeted user experiences.

Technical Architecture: A Unified Customer Touchpoint Tracking System

A technical guide for systems architects to map and track all customer touchpoints using a CDP, CRM, and analytics for complete journey visibility.

System Guide: Automating Post-Sale Customer Success Handoffs

I will show you how to build a system that automatically triggers customer success workflows from your CRM when a deal closes, ensuring a seamless handoff.

System Architecture Guide: Automated Contact Enrichment Pipeline

A technical guide for architects to build an automated contact enrichment pipeline using an API, a data warehouse, and a CRM for superior data quality.

System Guide: Automating Email Compliance for GDPR, CAN-SPAM, and CASL

My technical guide for automating email compliance. This system integrates an email provider, preference management, and data governance tools in five steps.

Automation

Beginner

email-provider

preference-management

March 9, 2026

System Architecture: Automated Email List Hygiene for Deliverability

My architectural guide for an automated system that maintains email deliverability by cleaning lists of bounces, complaints, and unengaged users.

System Architecture Guide: Real-Time Lead Scoring Pipeline

My technical guide to architecting a real-time lead scoring model using a CDP, analytics database, and CRM for immediate sales action.

System Architecture Guide: Centralized Contact State Synchronization Across Communication Channels

A technical guide detailing my architecture for synchronizing contact states across email, SMS, and mobile channels using a central CDP for consistent messaging.

System Architecture Guide: Predictive Lead Routing with Machine Learning

A technical guide for architects on implementing an advanced, ML-driven system to route leads to the optimal salesperson, increasing conversion rates.

System Architecture Guide: Implementing a Unified Multi-Touch Revenue Attribution System

My architectural guide for implementing an advanced multi-touch revenue attribution system using a CRM, analytics platform, and data warehouse.

System Architecture: Real-Time Fluid Audience Segmentation

A technical guide for architects on implementing real-time, fluid audience segments using a CDP, automation platform, and analytics for dynamic marketing.