# CDP ## CDP Engineering Services ### Turn user behavior into measurable business growth #### Unify tracking, analytics, and activation across your digital ecosystem Talk to CDP Experts Modern organizations generate massive amounts of customer data — but most of it lives in silos: websites, CRMs, e-commerce, support tools, and marketing platforms. That fragmentation makes it hard to build a consistent customer view, govern tracking, or trust reporting at scale. As a CDP implementation partner, we help enterprises design customer data platform architecture that unifies these data streams into a single source of truth—supporting enterprise CDP data pipelines, identity resolution engineering, real-time personalization, advanced analytics, and data-driven growth. #### Primary Focus User data unification & activation #### Core Outcome Data-driven marketing and product decisions #### Typical Scope * Tracking architecture * Dashboards * Experimentation #### Integrates With * DXP * Headless platforms * Marketing automation #### Key Stakeholders * Marketing * Product * Growth * Leadership #### Business Impact * Higher conversions * Clearer ROI * Faster decisions ![CDP 1](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/service-cdp--problem--fragmented-data-flows) ![CDP 2](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/service-cdp--problem--unstable-architecture) ![CDP 3](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/service-cdp--problem--bottlenecks-in-data-processing) ![CDP 4](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/service-cdp--problem--disconnected-customer-views) ## Why Most Companies Struggle With Data Organizations struggle to understand their customers because data lives in disconnected systems and inconsistent tracking implementations. Web and app events, CRM records, e-commerce transactions, and support interactions often use different identifiers, naming conventions, and data definitions. As a result, teams cannot reliably connect anonymous behavior to known users, reconcile profiles across channels, or maintain a stable customer identity model over time. At enterprise scale, the problem becomes architectural: event schemas drift, tags and SDKs proliferate, and data quality issues propagate downstream into analytics and activation tools. Data engineering and analytics teams spend disproportionate effort on rework—deduplicating events, stitching identities, and rebuilding pipelines—rather than improving measurement and experimentation. Governance gaps also increase operational risk, especially when consent requirements, retention policies, and access controls are applied inconsistently across systems. Without a coherent customer data platform implementation strategy, delivery slows down. Personalization remains shallow or rule-based, marketing automation depends on stale segments, and end-to-end journey measurement breaks whenever a new channel, product surface, or vendor is introduced. The outcome is fragmented customer views, higher maintenance overhead, and delayed decision-making across marketing, product, and leadership. ## How We Build CDP Ecosystems ### Data Mapping & Strategy Identify data sources, define customer identity models, and design tracking standards. ### Unified Data Collection Implement scalable event tracking across web, mobile, backend, and third-party platforms. ### Identity Resolution Merge anonymous and known user data into unified customer profiles. ### Data Activation Connect CDP insights to marketing, CRM, personalization, and analytics tools. ## Core CDP Capabilities We Deliver Our CDP engineering services focus on building durable customer data platform architecture that scales across channels and teams. We emphasize governed event schemas, reliable enterprise CDP data pipelines, and identity resolution engineering so profiles remain consistent as systems evolve. The result is a maintainable foundation for tracking, analytics, segmentation, and activation with clear ownership and lower operational overhead. ![Feature: Real-Time Event Tracking](https://res.cloudinary.com/dywr7uhyq/image/upload/w_580,f_avif,q_auto:good/v1/service-cdp--core-features--real-time-event-tracking) 1 ### Real-Time Event Tracking Capture behavioral events across digital properties with low-latency pipelines. ![Feature: Unified Customer Profiles](https://res.cloudinary.com/dywr7uhyq/image/upload/w_580,f_avif,q_auto:good/v1/service-cdp--core-features--unified-customer-profiles) 2 ### Unified Customer Profiles Single customer view combining behavioral, transactional, and CRM data. ![Feature: Segmentation Engine](https://res.cloudinary.com/dywr7uhyq/image/upload/w_580,f_avif,q_auto:good/v1/service-cdp--core-features--segmentation-engine) 3 ### Segmentation Engine Dynamic audience segments based on behavior, attributes, and lifecycle. ![Feature: Data Activation Layer](https://res.cloudinary.com/dywr7uhyq/image/upload/w_580,f_avif,q_auto:good/v1/service-cdp--core-features--data-activation-layer) 4 ### Data Activation Layer Push enriched data into marketing, analytics, and personalization platforms. What We Deliver * Unified behavioral tracking * Cross-channel analytics architecture * Marketing & product data alignment * A/B testing and experimentation setup * Conversion and funnel optimization * Executive-level reporting dashboards Who This Is For * Enterprises managing multiple digital channels * Marketing teams seeking real-time personalization * Product teams needing behavioral analytics * Organizations with fragmented customer data Technology Ecosystem * Segment / Tealium / RudderStack * GA4 & GTM / BigQuery / Snowflake * Looker Studio & BI dashboards * CRM Integrations (Salesforce, HubSpot) * Marketing Automation Platforms * Custom Data Pipelines (Node.js / Cloud Functions) ## How We Deliver CDP Architecture & Engineering We implement CDP solutions through an engineering sequence: discovery and architecture, tracking and data-layer buildout, pipeline and profile modeling, identity resolution setup, and activation enablement. Each phase validates data quality, governance, and integration requirements so the platform can evolve safely as new channels and use cases are added. ![Delivery card for Discovery & Architecture](https://res.cloudinary.com/dywr7uhyq/image/upload/w_540,f_avif,q_auto:good/v1/service-cdp--delivery--discovery-architecture)\[01\] ### Discovery & Architecture Define data flows, tracking plan, and system integrations. ![Delivery card for Tracking & Data Layer Implementation](https://res.cloudinary.com/dywr7uhyq/image/upload/w_540,f_avif,q_auto:good/v1/service-cdp--delivery--tracking-data-layer-implementation)\[02\] ### Tracking & Data Layer Implementation Deploy event tracking, SDKs, and data collection pipelines. ![Delivery card for Profile & Identity Setup](https://res.cloudinary.com/dywr7uhyq/image/upload/w_540,f_avif,q_auto:good/v1/service-cdp--delivery--profile-identity-setup)\[03\] ### Profile & Identity Setup Configure identity stitching and customer profile models. ![Delivery card for Activation & Optimization](https://res.cloudinary.com/dywr7uhyq/image/upload/w_540,f_avif,q_auto:good/v1/service-cdp--delivery--activation-optimization)\[04\] ### Activation & Optimization Enable segmentation, personalization, and analytics workflows. ## Business Outcomes A well-engineered CDP reduces time spent reconciling data and increases confidence in measurement across channels. By standardizing tracking and strengthening identity resolution, teams can ship personalization and segmentation changes faster, improve lifecycle analytics consistency, and lower the operational risk and maintenance cost of fragmented pipelines. ### Better Personalization Real-time user context across channels. ### Faster Marketing Execution Accurate, dynamic audience segmentation. ### Data-Driven Decisions Unified analytics across customer lifecycle. ### Higher Conversion & Retention Smarter journeys powered by behavioral intelligence. ## Related Services These services extend CDP engineering into adjacent architecture areas—customer 360 modeling, activation and orchestration, analytics platforms, and CRM/marketing automation integration—so data collection, identity, and downstream experiences stay consistent across the ecosystem. [ ### CRM Data Integration Enterprise CRM data synchronization and identity mapping Learn More ](/services/crm-data-integration)[ ### Customer Journey Orchestration Event-driven journeys across channels and products Learn More ](/services/customer-journey-orchestration)[ ### Data Activation Architecture CDP audience activation with governed delivery to channels Learn More ](/services/data-activation-architecture)[ ### Marketing Automation Integration Audience sync activation engineering for CDP activation Learn More ](/services/marketing-automation-integration)[ ### Personalization Architecture CDP real-time decisioning design for real-time experiences Learn More ](/services/personalization-architecture)[ ### Customer Analytics Platforms Customer analytics platform implementation for governed metrics and behavioral analytics Learn More ](/services/customer-analytics-platforms)[ ### Customer Intelligence Platforms Unified customer profile architecture and insight-ready datasets Learn More ](/services/customer-intelligence-platforms)[ ### Customer Segmentation Architecture Scalable enterprise audience segmentation models and cohort definition frameworks Learn More ](/services/customer-segmentation-architecture)[ ### Experimentation Data Architecture Consistent experiment tracking, metrics, and attribution Learn More ](/services/experimentation-data-architecture)[ ### CDP Platform Architecture CDP event pipeline architecture and identity foundations Learn More ](/services/cdp-platform-architecture)[ ### Customer 360 Data Architecture Unified customer profile design across identities and events Learn More ](/services/customer-360-data-architecture)[ ### Customer Data Modeling Customer profile and event schema engineering Learn More ](/services/customer-data-modeling) ## Related Platform Work \[01\] ### [JYSKGlobal Retail DXP & CDP Transformation](/projects/jysk-global-retail-dxp-cdp-transformation "JYSK") [![Project: JYSK](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/project-jysk--challenge--01)](/projects/jysk-global-retail-dxp-cdp-transformation "JYSK") [Learn More](/projects/jysk-global-retail-dxp-cdp-transformation "Learn More: JYSK") Industry: Retail / E-Commerce Business Need: JYSK required a robust retail Digital Experience Platform (DXP) integrated with a Customer Data Platform (CDP) to enable data-driven design decisions, enhance user engagement, and streamline content updates across more than 25 local markets. Challenges & Solution: * Streamlined workflows for faster creative updates. - CDP integration for a retail platform to enable deeper customer insights. - Data-driven design optimizations to boost engagement and conversions. - Consistent UI across Drupal and React micro apps to support fast delivery at scale. Outcome: The modernized platform empowered JYSK’s marketing and content teams with real-time insights and modern workflows, leading to stronger engagement, higher conversions, and a scalable global platform. \[02\] ### [OrganogenesisScalable Multi-Brand Next.js Monorepo Platform](/projects/organogenesis-biotechnology-healthcare "Organogenesis") [![Project: Organogenesis](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/project-organogenesis--challenge--01)](/projects/organogenesis-biotechnology-healthcare "Organogenesis") [Learn More](/projects/organogenesis-biotechnology-healthcare "Learn More: Organogenesis") Industry: Biotechnology / Healthcare Business Need: Organogenesis faced operational challenges managing multiple brand websites on outdated platforms, resulting in fragmented workflows, high maintenance costs, and limited scalability across a multi-brand digital presence. Challenges & Solution: * Migrated legacy static brand sites to a modern AWS-compatible marketing platform. - Consolidated multiple sites into a single NX monorepo to reduce delivery time and maintenance overhead. - Introduced modern Next.js delivery with Tailwind + shadcn/ui design system. - Built a CDP layer using GA4 + GTM + Looker Studio with advanced tracking enhancements. Outcome: The transformation reduced time-to-deliver marketing updates by 20–25%, improved Lighthouse scores to ~90+, and delivered a scalable multi-brand foundation for long-term growth. \[03\] ### [United Nations Convention to Combat Desertification (UNCCD)United Nations website migration to a unified Drupal DXP](/projects/unccd-united-nations-convention-to-combat-desertification "United Nations Convention to Combat Desertification (UNCCD)") [![Project: United Nations Convention to Combat Desertification (UNCCD)](https://res.cloudinary.com/dywr7uhyq/image/upload/w_644,f_avif,q_auto:good/v1/project-unccd--challenge--01)](/projects/unccd-united-nations-convention-to-combat-desertification "United Nations Convention to Combat Desertification (UNCCD)") [Learn More](/projects/unccd-united-nations-convention-to-combat-desertification "Learn More: United Nations Convention to Combat Desertification (UNCCD)") Industry: International Organization / Environmental Policy Business Need: UNCCD operated four separate websites (two WordPress, two Drupal), leading to inconsistencies in design, content management, and user experience. A unified, scalable solution was needed to support a large-scale CMS migration project and improve efficiency and usability. Challenges & Solution: * Migrating all sites into a single, structured Drupal-based platform (government website Drupal DXP approach). - Implementing Storybook for a design system and consistency, reducing content development costs by 30–40%. - Managing input from 27 stakeholders while maintaining backend stability. - Integrating behavioral tracking, A/B testing, and optimizing performance for strong Google Lighthouse scores. - Converting Adobe InDesign assets into a fully functional web experience. Outcome: The modernization effort resulted in a cohesive, user-friendly, and scalable website, improving content management efficiency and long-term digital sustainability. ## What Partners Say Oleksiy (PathToProject) worked with me on a specific project over a period of three months. He took full ownership of the project and successfully led it to completion with minimal initial information. His technical skills are unquestionably top-tier, and working with him was a pleasure. I would gladly collaborate with Oleksiy again at any opportunity. ![Photo: Nikolaj Stockholm Nielsen](https://res.cloudinary.com/dywr7uhyq/image/upload/w_100,f_avif,q_auto:good/v1/testimonial-nikolaj-stockholm-nielsen) #### Nikolaj Stockholm Nielsen ##### Strategic Hands-On CTO | E-Commerce Growth Oleksiy (PathToProject) is demanding and responsive. Comfortable with an Agile approach and strong technical skills, I appreciate the way he challenges stories and features to clarify specifications before and during sprints. ![Photo: Olivier Ritlewski](https://res.cloudinary.com/dywr7uhyq/image/upload/w_100,f_avif,q_auto:good/v1/testimonial-olivier-ritlewski) #### Olivier Ritlewski ##### Ingénieur Logiciel chez EPAM Systems As Dev Team Lead on my project for 10 months, Oleksiy (PathToProject) demonstrated excellent technical skills and the ability to handle complex Drupal projects. His full-stack expertise is highly valuable. ![Photo: Laurent Poinsignon](https://res.cloudinary.com/dywr7uhyq/image/upload/w_100,f_avif,q_auto:good/v1/testimonial-laurent-poinsignon) #### Laurent Poinsignon ##### Domain Delivery Manager Web at TotalEnergies ## Ready to Turn Customer Data Into Growth? Let’s design a Customer Data Platform that unifies your data, powers personalization, and enables real-time decision making. Talk to CDP Experts ![Oleksiy (Oly) Kalinichenko](https://res.cloudinary.com/dywr7uhyq/image/upload/c_fill,w_200,h_200,g_center,f_avif,q_auto:good/v1/contant--oly) ### Oleksiy (Oly) Kalinichenko #### CTO at PathToProject [](https://www.linkedin.com/in/oleksiy-kalinichenko/ "LinkedIn: Oleksiy (Oly) Kalinichenko") ### Do you want to start a project? Send