Enterprise Transformation, Proven at Scale
Turn enterprise MarTech investment into governed customer decisions.
Independent advisory that connects business ambition to identity, audiences, decisioning, activation, media, and measurement — through a build-ready architecture executives can fund and engineering teams can implement.
22+ Years
Enterprise customer-data, marketing-technology, performance, media, analytics, and transformation experience.
Cross-Industry Enterprise Experience
Telecommunications, hospitality, financial services, automotive, consumer services, public sector, and enterprise technology.
Adobe Experience Cloud at Enterprise Scale
Experience across AEP, Real-Time CDP, AJO, CJA, Web SDK, App SDK, Adobe Analytics, and Content Analytics.
Executive to Engineering
Strategy leaders can fund the transformation and implementation teams can build it.
Enterprise Transformation Architecture
Continuous Optimization · Measurement feeds back into outcomes & decisioning
Business Outcomes
Identity & Customer Data
Audience & Decisioning
Omnichannel Activation
- · Paid media
- · Owned digital channels
- · Assisted channels & retail
Measurement & Attribution
Continuous Optimization
Measurement feeds back into business outcomes and decisioning.
Outcome
Governed customer decisions
Outcome
Coordinated customer journeys
Outcome
Build-ready implementation
Outcome
End-to-end measurement
SELECTED ENTERPRISE EXPERIENCE
Adobe Experience Cloud, CDP, customer decisioning, audience, and marketing-transformation experience supporting:
- AT&T
- T-Mobile
- Salesforce
- U.S. Marine Corps
- Best Western Hotels & Resorts
- WaFd Bank
- National Vision
- Bridgestone
- Red Hat
Brand names identify David M. Dempster's professional experience through direct employment and enterprise consulting engagements. They do not necessarily indicate a direct contractual relationship with Contextual Marketing Experts or an endorsement of its services.
THE CORE PROBLEM
The technology is rarely the hardest part.
Enterprises invest millions in customer-data and experience platforms, but technology alone does not determine whether the investment creates value. Transformation slows when business use cases, identity, customer data, consent, audience rules, eligibility, activation, media delivery, measurement, governance, and implementation ownership are defined independently.
Fragmented Use Cases
Business priorities have not been translated into implementable capabilities.
Unresolved Identity
Anonymous, known, household, account, device, CRM, and media identities are not governed consistently.
Disconnected Activation
Data and audiences are created, but they cannot reliably drive experiences across paid and owned channels.
Unclear Decisioning
Eligibility, suppression, prioritization, offer selection, audience qualification, and fallback behavior remain undefined.
Incomplete Measurement
Teams cannot connect audience creation, media exposure, journeys, decisions, cost, conversion, and business outcomes.
Vendor Misalignment
Executives, internal teams, agencies, technology vendors, and implementation partners are working from different definitions of success.
PRIMARY ADVISORY SERVICES
Advisory services that move programs from ambition to execution.
Adobe Value & Readiness Diagnostic
Determine whether use cases, identity, data, governance, activation, and the implementation plan can produce the promised business value.
Decision-to-Delivery Blueprint
Translate executive goals into prioritized use cases, future-state architecture, data flows, dependencies, ownership, and a phased implementation roadmap.
Audience Governance & Media Orchestration
The operating model, taxonomy, lifecycle controls, activation architecture, metadata, and measurement framework connecting audience strategy to paid and owned media performance.
CLEAR ENGAGEMENTS. ENTERPRISE-LEVEL OUTCOMES.
Focused diagnostics, transformation blueprints, and ongoing principal-level advisory.
Focused diagnostics typically begin between $15,000 and $30,000. Transformation and architecture blueprints generally range from $50,000 to $125,000. Ongoing principal-level advisory typically ranges from $15,000 to $25,000 per month. Every engagement is scoped around the decisions, complexity, organizational scale, platforms, channels, and business value involved.
THE DECISION-TO-DELIVERY METHOD
A clear path from business outcome to build-ready execution.
- 01
Discover
Understand business outcomes, customer journeys, audiences, existing investments, organizational constraints, and prior attempts.
- 02
Decide
Resolve the use-case, identity, audience, data, activation, measurement, attribution, and governance decisions blocking progress.
- 03
Design
Create the future-state architecture, requirements, data flows, decision logic, audience lifecycle, responsibility model, and implementation sequence.
- 04
De-Risk
Identify dependencies, privacy considerations, capability gaps, fallback scenarios, vendor assumptions, measurement gaps, and implementation risks.
- 05
Deliver
Provide a prioritized roadmap and build-ready package that technical, activation, media, and analytics teams can convert into execution backlogs.
REPRESENTATIVE WORK
Representative enterprise transformation work.
Representative work is described by industry and capability category to protect engagement confidentiality. Brand names shown elsewhere on the site represent David's broader professional experience and are not mapped to these case studies.
Real-Time Call-Center Decisioning
Designed identity, fallback, eligibility, and next-best-action requirements connecting Adobe decisioning with the Salesforce agent experience.
View case studyPrivacy-Governed Customer Data Foundation
Created a North Star architecture connecting privacy-governed identity, profiles, audiences, activation, and cross-channel measurement.
View case studyConnected Booking-Journey Measurement
Defined the Web SDK, App SDK, AEP, CJA, loyalty, abandonment, and content-measurement foundation for the digital booking journey.
View case studyAudience Governance, Media Orchestration & Attribution
Established the operating model connecting audience definition, governed activation, media delivery, cost, conversion, and attribution.
View case studyENTERPRISE EXPERIENCE ACROSS THE CUSTOMER EXPERIENCE ECOSYSTEM
Deep experience connecting strategy, architecture, activation, and measurement.
Repeated Adobe Experience Cloud and connected-platform transformation work across complex enterprise environments — connecting business use cases to customer-data strategy, identity and profile requirements, audience design, journey orchestration, analytics, activation, governance, solution architecture, and executable implementation plans.
Capability categories
- Customer-data & CDP strategy
- Identity & profile architecture
- Audience strategy & governance
- Real-time decisioning
- Journey orchestration
- Media audience orchestration
- Cross-channel measurement & attribution
- Solution architecture & data flows
- Implementation roadmaps
- Operating models & vendor governance
Platform ecosystem
Adobe Experience Cloud
- Adobe Experience Platform
- Adobe Real-Time CDP
- Adobe Journey Optimizer
- Customer Journey Analytics
- Adobe Web SDK
- Adobe Mobile/App SDK
- Adobe Content Analytics
- Adobe Analytics
Customer Data & Identity
- Identity Service and identityMap
- Consent and data governance
- Batch and streaming ingestion
- Audience qualification and activation
Connected Platforms
- Salesforce
- Tealium
- LiveRamp
- Paid and owned destinations
- Call-center and agent-desktop systems
Transformation Capabilities
- Use-case prioritization
- Solution architecture
- Audience governance
- Real-time decisioning
- Cross-channel attribution
- Operating models
- Vendor and agency oversight
Platform names indicate technical scope. No third-party marks or logos are used and no partnership is implied unless explicitly stated.
IMPLEMENTATION-READY DELIVERABLES
More than recommendations. A structured path to execution.
CME engagements produce structured decision frameworks, governance assets, architecture models, and implementation-ready requirements that internal teams and implementation partners can execute.
Included in CME engagements
Adobe Value & Readiness Scorecard
Determine whether an organization has resolved the foundational business, data, identity, activation, measurement, governance, and delivery decisions required to realize value from Adobe Experience Cloud.
Included in CME engagements
Business Use-Case Prioritization Matrix
Convert broad transformation ambition into a sequenced portfolio of use cases based on business value, customer value, data readiness, complexity, measurement feasibility, and dependency.
Included in CME engagements
Audience Governance Charter
Establish who may request, define, approve, build, activate, modify, measure, reuse, refresh, and retire enterprise audiences.
WHY CONTEXTUAL MARKETING EXPERTS
Complementary senior advisory that increases the likelihood of successful implementation.
CME does not replace implementation partners, agencies, or internal teams. CME resolves the strategic, architectural, and governance decisions that determine whether their work can produce measurable business capability.
| Typical implementation support | CME advisory |
|---|---|
| Begins with platform configuration | Begins with business outcomes and unresolved decisions |
| Documents stated requirements | Identifies and resolves missing requirements |
| Focuses on one platform or workstream | Connects data, identity, audiences, activation, media, and measurement |
| Measures implementation activity | Defines the path to measurable business capability |
| Produces technical tasks | Produces governed, build-ready transformation clarity |
FOUNDER & PRINCIPAL
Strategy that executives can fund. Architecture that engineers can build.
David M. Dempster is an enterprise customer-data, experience, and marketing-technology advisor with more than 22 years of experience connecting business strategy, customer data, audience activation, journey orchestration, media, analytics, and measurement.
He helps complex organizations translate transformation ambition into governed decisions, solution architecture, implementation requirements, operating models, and roadmaps that executives can fund and delivery teams can execute.
BEFORE YOU ADD MORE TECHNOLOGY
Make sure the organization knows what to build.
Whether you are evaluating Adobe Experience Cloud, preparing for implementation, governing audiences across media channels, expanding into real-time decisioning, or rescuing a program that has lost momentum, CME can help establish a clear path forward.