As the marketing technology environment evolves in 2026, customer data platforms (CDPs) remain one of the most talked‑about solutions — yet also one of the most misunderstood. The term “CDP” is used widely, but its meaning varies greatly from one platform to another. With vendors often positioning their solutions as one‑size‑fits‑all, organizations can find it challenging to understand what a CDP truly is, what it can deliver, and whether it’s the right investment for them.
To bring clarity to this conversation, we spoke with Jaana Törmä, Head of Marketing Technology at Luxid, who works closely with clients to define, evaluate, and implement CDP initiatives. Jaana leads organizations through the critical early stages: building a shared understanding of CDPs, aligning marketing, sales, and IT around common goals, and determining which use‑cases can deliver real business impact.
1. How do you see CDPs evolving to deliver more personalized customer experiences this year?
In 2026, CDPs are moving toward contextual, real‑time personalization enhanced by AI. Instead of relying on static segments, marketing teams can leverage behavioral signals and predictive insights to understand not only who a customer is, but what action is most relevant in the moment.
Key use cases that deliver strong value include:
- Customer segmentation and targeting
- Cross‑channel personalization
- Predictive analytics for conversion and retention
- Customer journey orchestration
- Cross‑sell and upsell activation
- Marketing attribution and optimization
- Loyalty and retention programs
When used strategically, these capabilities empower marketers to deliver the right message to the right person at the right time — leading to meaningful improvements in ROI.
What personally interests me the most is how quickly AI capabilities in CDPs are evolving. Many features are still in early stages today, but within a year, agent‑driven automation and intelligence will look significantly different.
2. How do you begin building a shared understanding of a CDP’s role?
The first priority is always use‑case planning and building a shared understanding of the CDP’s role. Before even selecting a platform, we work with clients to define the specific marketing and customer experience scenarios the CDP will support. Clear use‑cases ensure that the investment is strategically grounded and not just a data centralization exercise.
We help identify high‑value use‑cases such as cross‑channel personalization, predictive analytics, journey orchestration, and retention campaigns. This ensures that once a CDP is implemented, it drives outcomes — improving engagement, conversion, loyalty, and operational efficiency. It also clarifies which platform capabilities are must‑haves versus nice‑to‑haves .
Because CDP maturity varies widely across vendors, this early alignment helps clients avoid selecting a solution based solely on impressive marketing or ambiguous feature descriptions.
3. What’s the biggest challenge in integrating CDPs with existing tech stacks — and how are you addressing it?
The biggest challenge is the ecosystem surrounding CDP. Most organizations operate in fragmented, multi‑vendor environments with legacy systems and unclear ownership. Without solving that, no CDP will deliver meaningful outcomes.
Yes, integration is easier within a single‑vendor stack — native connectors are more mature, and everything works more seamlessly. But optimizing for convenience alone often leads to vendor lock‑in, which becomes a problem the moment your needs outpace the vendor’s roadmap.
CDPs are built to operate across ecosystems. Pre‑built connectors get you part of the way, but real value comes from flexibility — APIs, batch processing, and custom integrations. If those aren’t viable, the CDP will struggle to deliver.
Our approach is simple: don’t try to integrate everything. Start with the use‑cases that drive immediate value, build scalable pipelines, and expand from there. At the same time, align teams early — because integration is as much an organizational challenge as a technical one.
Ultimately, use‑cases should dictate the architecture — not the tools.
4. Which data privacy or compliance trend are you watching most closely in 2026?
Privacy continues to be a top priority. The most important trend this year is the normalization of privacy as a strategic advantage. Customers increasingly expect transparency, control, and ethical handling of their data.
CDPs enable marketing teams to implement granular consent management, first‑party data stewardship, and auditable decision‑making, allowing personalization and engagement without compromising compliance. Treating privacy as a core part of CDP strategy ensures trust while still enabling marketers to deliver data‑driven experiences.
5. What new capabilities or features in CDPs excite you the most right now?
The most exciting capabilities are those that turn unified customer data into actionable intelligence.
AI‑driven predictive segmentation, real‑time journey orchestration, embedded analytics, and seamless cross‑system interoperability allow marketers to act quickly, personalize at scale, and continuously optimize campaigns.
Combined with prior use‑case planning, these capabilities make CDPs a strategic marketing tool rather than just a technology investment. Marketing teams can confidently leverage every common use‑case — from cross‑sell campaigns to retention programs — to maximize engagement and ROI.
Before investing in a CDP, organizations should start by defining the use‑cases that will drive the most impact. When technology, strategy, and operations align, CDPs become powerful enablers of growth — transforming customer data into actionable intelligence, seamless experiences, and measurable business outcomes.
And when they’re not the right fit? Being honest about that is equally important. The goal is never to implement a CDP for its own sake, but to choose solutions that truly support the organization’s goals.
PS
If you’re interested in exploring these topics further, I recommend reading the following articles:
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McKinsey & Company. (2025, October 9). Next best experience: How AI can power every customer interaction
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Redpoint Global. (2025, December 19). 2026 Predictions: Trends that Will Redefine Customer Engagement (Part II).
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CIO. (2025, June 19). CDP is now a must-have in 2025’s MoSCoW.
More to watch in 2026
Want a broader view of what’s ahead this year? Check out more of our What to watch in 2026 insights:
- Part 1: US market trends & change management by Chris Eifert, Managing Director of Luxid US — Explore emerging shifts in the US market and how organizations can lead change with confidence and agility.
- Part 2: Strategy, differentiation & data-driven decisions by Milla Ikonen, Strategic Marketing and Sales Consultant — Discover how forward-thinking strategies, clearer differentiation, and smarter use of data will shape competitive advantage in 2026.
- Part 3: Creativity in an AI-driven world by Jonathan Bradley, Head of Creative at Luxid UK — Discover why human creativity remains the ultimate growth driver in a world of generative AI.
- Part 4: From AI chaos to strategic clarity by Sanna Halttunen-Välimaa, Head of Revenue Operations — Learn how marketing leaders can move from scattered AI experiments to a focused, data-driven strategy.
- Part 5: AI search & the next evolution of SEO by Marcus Siegfrids, Senior Marketing Analyst — Explore how AI-powered search is reshaping visibility and how organizations can adapt their SEO strategies to stay discoverable in a generative landscape.
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