Consulting
Turn AI interest into working systems.
I help operators, product teams, and content teams design AI workflows that are specific enough to measure.
AI workflow audit and redesign
Product discovery and research synthesis systems
AI-assisted content operations with a human voice layer
Team adoption playbooks, examples, and quality standards