Marketing Systems & AI Workflow Portfolio

Governed customer systems, scalable automation, and measurable outcomes.

Selected case studies showing how CRM, lifecycle automation, customer data, integrations, campaign governance, and AI-assisted workflows become scalable operating systems.

Portfolio Scope: CRM, lifecycle, consolidation, governance, AI workflows, and market intelligence
Core Platforms: Eloqua, Salesforce, HubSpot, Oracle Sales Cloud, cloud CRM, analytics, and integrations
Operating Focus: Architecture, data integration, personalization, handoff, measurement, and scale
Results: 42× completions, 95% lower cost, 30% fewer errors, and 3× re-engagement conversion
Business Impact: $1.04M avoided, stronger journeys, cleaner operations, and scalable AI production