Product and AI delivery
Customer discovery, requirements, workflow design, implementation, and adoption for useful AI-enabled products.
Current product work shows hands-on delivery across intelligence, diagnostics, content, and decision tools.For employers, boards, and recruiters
A senior leader for growth, digital transformation, and practical AI.
Bruce has led across marketing, ecommerce, CRM, professional channels, international markets, digital products, and AI-enabled workflows. His experience spans strategy and delivery without being limited to one title, function, industry, or geography.
Best fit
Where can Bruce create the most value?
Bruce is strongest when a company needs one leader to connect customer needs, growth, marketing, ecommerce, CRM, data, product, AI, and international execution. The exact title can vary because the value comes from leading across functions, not staying inside one narrow lane.
See the product and AI delivery experience ↗
- North America and Asia-Pacific
Regional leadership that connects global priorities with the realities of each market.
- Ecommerce, CRM, and customer growth
Experience across digital journeys, lifecycle marketing, partner channels, and conversion.
- Practical AI and product delivery
Hands-on work building AI workflows, data tools, and live digital products.
- Marketing and team leadership
Clear priorities, useful measurement, and coordinated execution across teams and partners.
Areas of leadership
Broad experience that can fit several senior leadership mandates.
Business and digital transformation
Bringing marketing, commerce, CRM, data, customer experience, and execution together around a business goal.
Regional and international leadership across beauty, wellness, professional channels, and premium consumer markets.Marketing, growth, and go-to-market
Brand strategy, demand, launches, teams, agencies, budgets, channels, and commercial performance.
Leadership across regional marketing, category launches, professional channels, and international markets.Ecommerce and omnichannel growth
Ecommerce, DTC, retail and professional-channel journeys, conversion, CRM, content, and digital experience.
Professional-channel ecommerce and digital marketing leadership across North America.Practical AI transformation
Choosing valuable AI use cases, connecting data and tools, managing risk, and helping teams adopt new workflows.
Built live B2B products and AI workflows using LLMs, retrieval, automation, human review, and API integrations.CRM, lifecycle, and retention
Customer journeys, segmentation, email and SMS automation, loyalty, retention, rebooking, and reactivation.
Lifecycle and email-automation experience across professional beauty, supported by current product work.Global and Asia-Pacific leadership
Regional strategy, localization, education, partner alignment, and execution across different markets.
Hong Kong-based leadership across a multi-market Asia-Pacific portfolio.Marketing operations and analytics
Measurement, reporting, content operations, automation, team processes, and clearer executive decisions.
Built and led marketing systems, analytics, and automation across regional roles and current products.What Bruce brings
Senior judgment with a practical understanding of how the work gets done.
International and regional leadership
Hong Kong-based leadership across Asia-Pacific, plus North American experience in regional marketing, digital commerce, and professional channels.
Growth, ecommerce, and CRM
Experience across websites, customer journeys, lifecycle automation, content, analytics, partner enablement, conversion, retention, and growth.
Practical AI and product building
Hands-on delivery of B2B products and AI workflows using LLMs, retrieval, structured data, human review, and API integrations.
Technical fluency
Graduate coursework in web development and computer science, plus an IBM RAG and Agentic AI Professional Certificate and hands-on product delivery.
Current perspective
Building products and advising teams keeps the work grounded in delivery.
Bruce’s current work keeps him close to customers, technology, and implementation. It adds to a broad leadership background; it does not limit him to consulting, founding, or one functional title.
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