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Building a Center of Excellence for CDPs — MarTech (February 2024)

Independent MarTech editorial (February 22, 2024) on CDP center-of-excellence team composition. Key finding: IT organizations now own CDP decisions due to regulatory requirements (GDPR, CCPA), with CMO as influencer rather than primary owner. CDP platform choice directly determines team structure: decision-oriented CDPs (Blueshift, BlueConic, Simon, Lytics, ActionIQ) attract marketing-operational ownership; data/product platforms (Adobe, mParticle, Segment) require IT and engineering leadership with marketers as secondary users. Composable CDP model requires a product owner, customer insights team, and ML engineering professionals. Traditional CDP model requires marketing ops, data engineers, front-end engineers, and analysts. No headcount benchmarks provided. Note: published pre-2025 agentic AI wave.

martech.org — view original source
confidence 78%v1published February 2024indexed May 12, 2026cdp, center-of-excellence, team-structure, marketing-led, engineering-led, composable-cdp, organizational-design, cdp-ownership, practitioner, martech

Building a Center of Excellence for CDPs — MarTech (February 2024)

Publication date: February 22, 2024
Source: MarTech (martech.org) — independent B2B marketing technology editorial

Marketing-Led vs. Engineering-Led CDP: Key Finding

IT now owns CDP decisions. Historically CDPs were "marketer-managed," but regulatory requirements (GDPR, CCPA) have shifted primary ownership to IT organizations. The CMO remains a key influencer but is no longer the primary CDP buyer. The buyer and the day-to-day user of a CDP are often different entities within the same organization.

Platform-to-Team-Structure Correlation

Decision-oriented CDPs (Blueshift, BlueConic, Simon, Lytics, ActionIQ): Attract marketing-operational ownership models. Marketing ops leads, engineers in support roles.

Data/product-oriented platforms (Adobe, mParticle, Segment): Require IT and engineering leadership; marketers are secondary users. Product engineers serve as main users for data routing; marketers for campaign execution.

Composable CDPs: Represent "the client's product," requiring a distinct product ownership model unlike packaged solutions. The composable model requires a product owner (highlighting missing data elements), customer insights/marketing analytics team (interpreting data nuances), and ML engineering professionals (leveraging generative AI capabilities).

Recommended Team Compositions

Traditional CDP Model:

Composable CDP Model:

Composable CDP Note

Author notes composable CDPs "require 3-5 dedicated data engineering FTEs for warehouse modeling, identity resolution pipelines, connector maintenance, and on-call rotation" (referenced in paraphrase from engineering-led CDP framing for Hightouch).

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