Product direction
Clarify the customer, shape the roadmap, and turn fuzzy opportunities into testable plans.
Product, operations, and AI execution
Practical strategy and systems work for teams that need sharper decisions, cleaner workflows, and momentum from idea to shipped result.
Focus areas
Clarify the customer, shape the roadmap, and turn fuzzy opportunities into testable plans.
Build repeatable workflows, decision loops, and lightweight tools that reduce coordination drag.
Identify where AI can remove real bottlenecks, then prototype and operationalize the useful parts.
Approach
Start with the business question, not the tool.
Make decisions visible enough for teams to use them.
Leave behind systems that keep working after the engagement ends.