Lab
Notes from the work.
I use this space to work through questions that come up while leading eCommerce teams and building tools: how reporting supports better decisions, where automation is useful, and what makes a digital product worth using.
Writing
Practical observations on commerce, decisions, systems, and responsible uses of technology.
July 14, 20266 min read
Why Dashboards Should Start With Decisions, Not Metrics
Why useful reporting begins with the decision a team needs to make, not the data already available.
July 12, 20266 min read
Building a Personal AI Command Center: Lessons From Designing Multi-Agent Workflows
What I am learning about organizing AI-assisted research, review, and recurring work while keeping people responsible for decisions.
Questions I am exploring
Not every idea needs to become a project. These are areas where I am testing assumptions, sketching approaches, or looking for a simpler way to work.
Better commerce reviews
How reporting can make changes, context, ownership, and next steps easier for a team to discuss.
Less repetitive follow-up
Where a thoughtful workflow or small automation can reduce repeated handoffs without hiding responsibility.
Focused mobile products
Small product ideas with a clear use case, restrained scope, and an interface that stays out of the way.
Useful internal tools
Simple ways to keep context, work, and decisions together when several people or systems are involved.
Responsible AI assistance
How AI can support research and review while people remain accountable for judgment and action.