Quality, specified!
The Standard
Every run answers to a standard I wrote first, so the output is checked rather than trusted.

AI-Native Design Lead at EPAM Systems.
I work on how design organisations should operate once AI becomes part of the delivery infrastructure, not simply on how designers use it.
Currently leading the AI Design POD for a global leader in the aviation industry
Quality, specified!
Every run answers to a standard I wrote first, so the output is checked rather than trusted.
Review, built in!
Every agent checks its own work against it before a designer is ever asked to look.
Judgment, kept!
The agent flags what falls short. Whether that is really a problem is still the designer's call.
Agentic Pipeline, shared!
Anyone brings a brief in, the pipeline runs the same way and they review at the checkpoints.
Feedback, shared!
The team runs it on their own work and every gap and refinement idea comes straight back.
Pipeline, refined!
User needs, team notes, run results, business goals: I weigh them, refine the pipeline, it starts again.
I lead four designers. Three of them have gone from using AI to building their own AI workflows, and their agents are live in Enterprise pipelines.