Three kinds of engagement.

Fractional CPTO

Reference: Osprey Studios

Embedded tech and product leadership during fundraise → Series B.

Org design, hiring, roadmap, infrastructure. I embed with the founding team to run product and engineering as the company moves from early traction to a real operating system.

AI & Agentic Systems

Reference: Goodword, Osprey Studios

Design, build, and run production LLM apps, agents, and AI workflows.

Not prompt-engineering theatre — shipped systems. Transcription pipelines, agentic briefing tools, internal knowledge bases, LLM-powered product features. End-to-end.

AI-Native Growth

Reference: Lore Bathing Club

Get found in Google and the answer engines.

Technical SEO, schema, dashboards, and GEO for ChatGPT, Perplexity, and Google AI Overviews. The discovery layer has changed — content and structure need to change with it.