The way I think about architecture, AI, design and development: understand the problem, make the important decisions clear, then build something useful enough to learn from.
Start with the people, constraints and existing workflow. Define what a useful outcome would look like before choosing the technology.
02
Design
Make the direction clear.
Connect the system architecture and user experience. Map the important states, decisions and handoffs.
03
Build
Turn the idea into something usable.
Work in coherent increments, connect the pieces and test the complete path through the product.
04
Refine
Learn from what actually happens.
Look at usability, reliability and operational friction. Improve the details that make the product easier to live with.
AI × HUMAN JUDGMENT
More possibility. The same need for purpose.
What interests me about AI is the space it opens up for trying ideas, connecting tools and removing repetitive work. I want the technology to serve a clear purpose inside the product.
01
Explore
Use AI to widen the set of possible approaches and question the first idea.
02
Prototype
Shorten the distance between a concept and something tangible enough to evaluate.
03
Evaluate
Check the output against the actual problem, the context and the people who will use it.
LET’S FIND COMMON GROUND
A few good questions.
Enterprise architecture, technology leadership, useful AI applications and products that improve a real workflow. I’m interested in conversations with teams, clients and collaborators.