Advisory
Product and AI advisory for teams building through ambiguity.
I help founders, operators, and product teams sharpen strategy, clean up workflows, and ship useful AI-enabled systems without overbuilding.
How I Can Help
Product Strategy
Positioning, MVP definition, roadmap clarity, prioritization, and product critique.
Applied AI Systems
Useful AI workflows, LLM use cases, human review loops, quality evaluation, moderation, and prompt/system design.
Workflow Automation
Lightweight tools, dashboards, automations, and internal systems that reduce manual work.
Execution Support
Scoping work, making tradeoffs, setting up operating rhythms, and keeping product work moving.
Who I Can Help Best
- Early-stage founders validating or building a product
- Startups adopting AI but unsure where it actually helps
- Teams stuck in manual workflows or messy internal processes
- Operators who need product-minded systems, not generic automation
- Product teams that need clearer strategy, better quality loops, or stronger execution rhythm
Ways to work together