Product strategy
Clarify the customer problem, the opportunity, and what success actually looks like.
PRODUCT + AI
Good technology starts with a clear problem.
I help teams turn complicated business needs into product decisions, requirements, integrations, and practical AI applications that hold up outside the pitch deck.
HOW I THINK
Make the problem smaller. Make the solution useful.
The hardest part is often understanding what needs to happen before writing a line of code or buying another tool. I work across business, product, and technology to get the assumptions into the open and shape a path a team can actually deliver.
WHAT I CAN HELP WITH
From first question to next decision.
Requirements & roadmaps
Turn a broad idea into a useful scope and a sequence a team can execute.
Integrations & APIs
Define how systems and data need to work together in practice.
AI with a purpose
Find useful applications, test assumptions, and keep humans and workflow in the picture.
Workflow & usability
Understand the work people are trying to do before designing the tool.
Vendor & product due diligence
Pressure-test claims, fit, dependencies, and the cost of getting a decision wrong.
WHERE THIS FITS
A second set of eyes for important calls.
You might be starting a product, sorting out an integration, evaluating a vendor, deciding where AI belongs, or trying to understand why a workflow keeps breaking. I can help frame the decision and identify what needs to be true for it to work.
LET’S TALK
What are you trying to build or untangle?
Tell me what you are working through. We will start with the actual problem and find a useful next step.