Product Operations · Service Design · Customer Experience

From complexity to adoption.

I diagnose customer and operational problems, turn them into practical services and technical solutions, and lead them through implementation, adoption and measurable improvement.

OPERATING MODELBF / PRODUCT + DELIVERY
01Customer signal
02Evidence
03Decision
04Delivery
05Learning
Human accountability stays in the loop
A system connecting customer signal, evidence, decisions, delivery and learning.
  • 10+ years in SaaS

    Customer, service, product and technical operations across Shopify, SOTI and independent work.

  • Enterprise impact

    300+ Shopify engagements for merchants with $4B+ combined GMV; 26% average conversion uplift measured by Shopify Growth.

  • Support transformed

    Redesigned SOTI's EMEA structure, roles, case distribution, governance, goals and success measures.

  • Products built

    The Loop and Mira, plus public product-development, discovery and responsible-AI systems.

SELECTED WORK

Three ways I connect customer reality to delivery.

Each flagship case is structured for a quick evidence scan, with deeper decisions, system detail and maturity boundaries when you want them.

View all work
01Service to product system

SHOPIFY

Storefront Optimisation Services

From recurring merchant need to a global service system, reusable specialist knowledge and a measurable optimisation programme.

Scaled from a support-led pilot to global enterprise delivery.

02Operations to delivery system

SOTI

Technical Operations Transformation

Operational diagnosis, cross-functional requirements and controlled AI enablement across a complex enterprise support environment.

A repeatable path from service evidence to implementation.

03Technical product build

INDEPENDENT PRODUCT

The Loop

A privacy-first athlete product combining hands-on delivery, database-enforced boundaries and deliberately narrow AI support.

A substantial pre-release product; external validation is the next gate.

HOW I OPERATE

From an ambiguous signal to a system people can use.

The method changes with the problem. The accountability—from diagnosis through adoption—does not.

DISCOVER

Diagnose the real problem

Connect customer conversations, operational data and frontline knowledge to separate the request from the underlying need.

DESIGN

Make the solution concrete

Turn ambiguity into a service model, technical requirements, workflows, priorities and decisions teams can challenge and use.

DELIVER

Own the path into use

Coordinate customers and cross-functional teams through implementation, enablement, adoption, exception handling and review.

LEARN

Keep proof separate from promise

Define the measure, label projections and maturity honestly, and let observed outcomes determine the next investment.

THE THROUGH-LINE

Customer judgement with technical follow-through.

I have led customer-facing services and technical operations inside global SaaS organisations, then built independent products to stay close to architecture, software delivery and AI behaviour.

The value is in the combination: customer context to identify the right problem, product judgement to choose a direction, and technical fluency to make implementation concrete.

More about how I work