Service operations at scale
Workflow-heavy B2B systems
I build around work-order, field-service, and support workflows where small UX decisions become operational policy.
Senior Product Manager · SaaS, service operations, AI systems
I build products for operationally complex teams: service workflows, communication systems, automation, and AI experiences that have to earn trust before they can change behavior.
01
I started in dispatch, support, and call-center systems, close enough to see where software helped and where it created new handoffs for people already under pressure.
02
Testing made the system visible: the exceptions, ownership gaps, fragile rules, and workflow breaks that do not show up in a clean roadmap slide.
03
Now I use both lenses to shape communication tools, dispatch automation, recurring-service workflows, AI self-service, and internal systems teams can actually adopt.
Workflow-heavy B2B systems
I build around work-order, field-service, and support workflows where small UX decisions become operational policy.
Human control where it matters
Good automation is legible. Teams need to know what the system decided, what it skipped, and when a person still owns the call.
Behavior change over feature theater
The useful question is whether the work changes what users do: fewer avoidable calls, faster handoffs, cleaner service rhythms, and lower support load.
Start with the operating background, product lens, and contact details before reading the work.