On-Demand Expertise  ·  San Francisco

Many have
AI tools.
Few have
AI solutions.

The difference is in the workflow — bringing people, intelligence, and technology together.

Deep experience in enterprise operations, digital commerce, and platform transformation — applied to the challenge most marketing organizations haven't solved yet: building the workflows that turn AI investment into consistent, measurable output.

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What this looks like in practice

"The technology is rarely the problem. The operational foundation, stakeholder alignment, and workflow integration — that's where initiatives succeed or stall."

50+ Enterprise projects delivered — platform migrations, AI programs, workflow transformations
Global Multi-market localization and brand harmonization across domestic and international programs
Full lifecycle Discovery → requirements → workflow design → prototyping → functional specs → development coordination → UAT → go-live — from first conversation to operational reality
B2C · B2B · DTC Commerce formats, AI enablement, marketing ops, and creative operations

The through-line

A career at the intersection of business strategy, enterprise technology, and operational execution — now focused on the AI challenge most organizations haven't solved yet.

From managing Walmart.com's PIM launch and Holiday Blitz campaigns to leading Salesforce Commerce Cloud migrations for national retailers, to supporting enterprise AI adoption programs across a portfolio of large marketing and creative organizations — the work has always been the same: helping large, complex organizations close the gap between what they intend to do with technology and what actually happens.

AI is the most significant operational challenge marketing and creative organizations have faced in a generation. The tools exist. The pilots have run. What most organizations are missing is the operational infrastructure, workflow design, and stakeholder alignment that turns AI investment into durable, measurable output quality — consistently, at scale.

That's the work I do now. And sustained experience doing it across ecommerce, Salesforce, major enterprise platforms, and SaaS is what makes it possible to do it well.

Experience

Built on
hard operational problems.

Current  ·  AI Enablement

Enterprise AI Adoption & Workflow Strategy

Supporting AI adoption programs across a portfolio of enterprise marketing and creative organizations — helping teams move from pilot to production by building the operational infrastructure that makes AI outputs consistent, on-brand, and measurably better than manual processes.

Brand consistency, harmonization, and output quality at scale Multi-market localization integrated into AI workflow design AI governance frameworks and approval workflow design Manual production overhead significantly reduced

B2C  ·  B2B  ·  B2B2C  ·  DTC

Commerce Platform Transformation

Sustained experience leading requirements, stakeholder coordination, and implementation support across major commerce platform migrations and optimizations — national retailers, B2B distributors, DTC brands, and omnichannel operations spanning 50+ physical locations.

B2C omnichannel migration — 50+ brick-and-mortar locations B2B Commerce — BNPL and payment processing integration CPQ implementation — $75M annual revenue stream Multi-locale commerce across domestic and international markets

Enterprise  ·  PIM  ·  CMS  ·  AEM

Content & Product Data Operations

Deep background in the content and product data infrastructure that enterprise commerce and marketing depends on — PIM systems, CMS platforms, AEM implementations, and the operational workflows that keep product data accurate, accessible, and scalable across complex environments.

Enterprise PIM launch — 1M+ SKU assortment onboarding AEM implementations across B2C, B2B, and technical content Product data governance and data quality frameworks 3,000+ active SKU portfolio management and optimization

Walmart.com  ·  8+ Years

Digital Operations at Scale

Six years at Walmart.com across production systems, business systems leadership, and multi-channel operations — managing the kind of operational complexity that most organizations never encounter. The foundation for everything that followed.

$50M+ Holiday Blitz — online and in-store synchronization 80%+ reduction in purchase order errors via integration redesign PIM system launch — 1M+ SKUs added to online assortment Online Marketplace launch and 3rd-party partner management

DTC  ·  Retail  ·  Hospitality  ·  Automotive

Cross-Industry Enterprise Consulting

A decade of senior consulting embedded within digital transformation engagements — leading business analysis, platform migrations, and re-platforming initiatives for enterprise clients across luxury retail, apparel, spirits and hospitality, automotive, and consumer goods. Requirements, UAT, and stakeholder delivery across complex, multi-vendor programs.

Luxury retail — B2C commerce requirements and platform delivery Automotive — AEM technical literature migration and content ops DTC spirits and hospitality — POS, reservations, and marketing data Apparel and home — major Salesforce Commerce re-platforming

Agile  ·  Waterfall  ·  Hybrid

Program Delivery & Stakeholder Alignment

Senior embedded and consulting roles inside enterprise organizations — managing multi-locale requirements portfolios, leading payment and checkout implementations, and coordinating UAT and delivery across business, product, engineering, and executive stakeholders. Comfortable in Agile, Waterfall, and hybrid environments.

50+ domestic and international locale requirements coordination Payment and checkout — ApplePay, BNPL, gateway integrations UAT planning and execution across enterprise program delivery Same-day delivery and BOPIS rollout across retail store networks

Domain & format experience

B2C  ·  B2B  ·  B2B2C  ·  DTC Omnichannel Retail AI Enablement Marketing Operations Creative Operations Luxury & Apparel Automotive Hospitality & Spirits Enterprise SaaS

Focus areas

Where past experience
meets current opportunity.

AI Workflow Design Building the operational infrastructure that makes AI practical for marketing and creative teams — brand guardrails, approval workflows, governance frameworks, and automation touchpoints that enforce consistency at scale. Includes localization and brand harmonization across multi-market and multi-locale environments, ensuring AI outputs remain on-brand whether they're produced for one market or many. Rooted in: Enterprise creative ops, PIM management, current AI work
Creative & Marketing Operations Designing operational models that reduce production overhead and create repeatable systems for content creation and campaign delivery. The intersection of creative, marketing, and technology teams is where most initiatives break down — and where the most impactful operational improvements live. Rooted in: Walmart.com, Constellation Brands, Callaway
Salesforce Ecosystem Deep, sustained experience across Commerce Cloud, Marketing Cloud, Sales Cloud, and CPQ — from B2B and B2C commerce implementations to payment processing integrations and CPQ optimization. Requirements gathering, stakeholder coordination, and delivery support across complex Salesforce initiatives. Rooted in: National retail migrations, B2B commerce, BNPL platforms
Platform & Data Operations Extensive background in PIM systems, data quality initiatives, and the operational plumbing that enterprise commerce and marketing depends on. From Walmart's 1M+ SKU PIM launch to Daimler's AEM technical literature migration — platform and data work has been a constant across two decades. Rooted in: Walmart.com, enterprise platform work, PIM systems
Cross-Functional Program Support Coordinating across marketing, creative, engineering, IT, and executive stakeholders to keep complex initiatives moving. Experienced in Agile and hybrid environments, requirements documentation, UAT planning and execution, and program acceleration — particularly for initiatives that have stalled or lost internal momentum. Rooted in: Enterprise consulting, multi-vendor programs, complex delivery

The AI challenge

Most organizations have run the pilot.
Most are still waiting for AI to actually change
how the work gets done.

What's typically missing

The tools are in place. The pilots generated interest. But the workflows haven't changed, brand consistency is still a manual problem, and creative teams are spending more time on production compliance than on the work that moves campaigns forward. AI is adjacent to the work, not embedded in it.

What actually closes the gap

Operational infrastructure — the governance frameworks, approval workflows, automation touchpoints, and adoption scaffolding that makes AI outputs reliable rather than occasional. This is the work that requires understanding both the technology and the organizational dynamics that determine whether it gets used. That combination is rare. It's what I bring.

Who I work with

Organizations where
the stakes are real.

Mid-sized & enterprise

Marketing & creative organizations

Teams where AI adoption, workflow consistency, and cross-team coordination are active challenges — not theoretical ones. Typically 200–2,000 person organizations where the gap between AI ambition and operational reality is widest and most costly.

Retail & commerce brands

Salesforce-heavy organizations

Companies running Commerce Cloud or Marketing Cloud who are layering in AI tooling and need operational and implementation support that bridges business and technical teams — particularly in B2B commerce and omnichannel retail environments.

Growth stage

SaaS companies scaling marketing ops

Series B/C organizations building out marketing operations infrastructure and evaluating AI-assisted content production. Often underserved by large agencies and well-suited for senior on-demand support that scales with their actual needs rather than a retainer they can't fill.

Professional services

Agencies integrating AI into client work

Agencies under pressure to bring generative AI into client deliverables without undermining creative quality or team confidence. The need is workflow design and change management — not tool training — and the clients who feel that most acutely are the ones worth working with.

"We've been talking about AI for a year. We have the tools. Nothing has actually changed."

This is the most common starting point. The technology isn't the problem. The operational foundation — workflows, governance, adoption scaffolding, stakeholder alignment — hasn't been built. That's the engagement.

Engagement model

Structured around
the actual work.

AI Readiness Assessment A structured 3–4 week engagement to understand where you are and define where to go. Stakeholder interviews, workflow audit, current-state documentation, and a prioritized AI enablement roadmap. The right starting point for most organizations — and a clear deliverable regardless of what comes next. Fixed fee
3–4 weeks
Roadmap deliverable
On-Demand Retainer Embedded senior support on a monthly basis — defined hours, regular working sessions, and strategic continuity without the overhead of a full-time hire. The core offering for organizations that need ongoing AI and operations leadership. Mid-sized to enterprise. Monthly
Defined hours
Mid-sized to enterprise
Project-Based Scoped deliverable engagements with clear outcomes and timelines — requirements documentation, workflow design, Salesforce implementation support, program coordination, or UAT planning and execution. Particularly well-suited for initiatives that are stalled or need senior-level acceleration. Fixed scope
Defined timeline
Clear outcomes
Strategic Advisory Senior counsel on demand — AI strategy, vendor evaluation, implementation review, or executive-level guidance. A light monthly retainer for organizations that have internal execution capability but need independent senior perspective without the commitment of a deeper engagement. Monthly
Minimal hours
High leverage

Engagements are structured around defined scope and hours — not open-ended availability. I take on a limited number of new clients each year. Most engagements begin with a conversation and an assessment. If there's a fit, we'll know quickly.

About

Matt Sudbury

I'm an independent consultant based in San Francisco with over 20 years of experience at the intersection of enterprise technology, digital operations, and business transformation.

My career has taken me from Production Systems Engineer at Walmart.com — where I helped launch their PIM system and coordinated a $50M+ Holiday Blitz campaign — through a decade of senior consulting across Salesforce, major enterprise software platforms, SAP, and digital transformation engagements, to my current work supporting enterprise AI adoption at scale.

I've worked inside complex organizations and alongside them — as an embedded analyst, a senior consultant, and now as an independent advisor. I understand what it takes to move initiatives through large organizations because I've done it across 20 years and dozens of enterprise environments.

I work with organizations that want a senior practitioner who understands both the technology and the organizational dynamics that determine whether it actually gets used. Independent. Vendor-neutral. Focused on outcomes.

AI Enablement & Generative AI StrategyCurrent focus
Salesforce Commerce, Marketing & Sales Cloud10+ years
AEM & Enterprise Content Management PlatformsMultiple engagements
PIM Systems & Product Data OperationsWalmart, enterprise platforms
Workflow Design & Process AutomationMarketing & creative ops
Cross-Functional Program ManagementAgile, Waterfall, hybrid
B2B & B2C Ecommerce OperationsEnterprise to mid-market
Senior

Sustained enterprise experience across Walmart, Salesforce ecosystems, and major platform environments

Current

Active engagement supporting enterprise AI adoption across large-scale marketing and creative organizations

1–2

New engagements accepted per year — intentionally limited to ensure depth and quality of work

Sudbury Advisory is an independent practice. Not affiliated with or endorsed by any technology vendor.

Get in touch

Let's find out
if there's a fit.

I take on a limited number of new engagements each year. If you're navigating an AI adoption challenge, a Salesforce initiative, or a workflow transformation that needs senior support — the right starting point is a direct conversation.

matt@sudbury.cc
01

Send a brief note

Describe your situation — what you're working on and where you're stuck. No lengthy brief required.

02

Discovery conversation

A focused 30–45 minute call to understand the scope, timeline, and whether there's a genuine fit.

03

Clear proposal

If there's a fit — a straightforward proposal with defined scope, deliverables, and pricing. No ambiguity.