Design Engineer for AI Deployment & Product Systems
AI in production.
Human judgement in the loop.
AI built into real workflows. Measurable outcomes, not pilots that die.
Trusted by world-class brands
AI isn’t failing — deployment is.
Shipped as another tool, AI rarely pays back. It pays back when it’s wired into workflows, backed by training and run like a living system.
Workflow integration
AI wired into how your team already works.
Human-in-the-loop quality
Guardrails, verification, escalation built in.
Ownership + iteration
You own the system. We keep it alive.
Services
From rapid prototypes to long-term deployment partnerships.
5-Day Prototype Sprint
A working prototype in production code, with a decision log for what’s next.
Get in touchAI Deployment Partner (Fractional)
Find the ROI, integrate systems, train the team and keep the human-in-the-loop process running.
Service-Led Productisation
The service layer that makes AI usable, then the repeatable parts as product.
Design Systems for Complex Tools
Component systems that scale with your product.
How I Work
Diagnose the workflow
Where time and quality leak.
Design the human + AI loop
Guardrails, verification, escalation.
Ship in production code
Small surface area, real environment.
Iterate
Quality checks, prompt/logic updates, adoption.
Past clients · 25 years
Twenty-five years shipping product and brand for global clients, now applied to AI: design, code and service as one practice.
Frequently asked questions
Let’s make something that matters.
We start with the workflow and ship something real.