Services
Services for AI architecture, data, and Salesforce execution
I help teams clarify what to build, how the data should move, and how Salesforce, marketing platforms, and AI workflows should connect.
What I do
Four clear service pillars.
Concise architecture and implementation support for teams that need less noise and a clearer path from idea to execution.
AI Architecture
LLM/RAG strategy, AI assistants, workflow automation, model/provider selection, and governance basics.
Data Engineering
Data pipelines, warehouse/CDP integration, customer profile modeling, reverse ETL, and reporting-ready datasets.
Salesforce & CRM/CDP
SFMC architecture, Data Cloud readiness, CRM/CDP activation, preference centers, and journey audits.
Marketing Technology
Campaign operations, consent architecture, analytics automation, migration planning, and platform cleanup.
Contact
Want to discuss AI, data, or Salesforce architecture?
I’m open to consulting, technical advisory, architecture reviews, and relevant professional opportunities.