Restaurant CDP Transformation: Unifying Guest Data Across 53 U.S. Locations with Dynamics 365 Customer Insights
Table of Contents
Client Overview
The client is a U.S.-based casual dining restaurant chain operating 50+ locations across eight states, with continued geographic expansion underway. The brand serves a diverse and growing customer base through a combination of in-restaurant dining, online ordering, loyalty programs, and digital engagement channels.
As the organization scaled its physical footprint and digital presence, guest interactions increased significantly across POS systems, reservation platforms, online ordering, loyalty databases, subscription programs, and marketing tools. While each system supported operational needs, customer data remained fragmented across platforms.
With expansion plans in motion and a growing omnichannel customer footprint, the client recognized the need for a structured, enterprise-grade approach to unifying guest data, establishing a single trusted customer profile, and enabling consistent engagement across all locations and touchpoints.
This Dynamics 365 Customer Insights success story outlines how the client established a unified customer data foundation to support segmentation, personalization, and future engagement initiatives.
Business Challenges
The client’s teams had access to valuable customer data, but it was distributed across multiple disconnected systems. While each platform served a specific operational purpose, the lack of integration limited visibility and insight.
Key challenges included:
- Customer data spread across POS, loyalty, ordering, identity, and marketing systems
- No single, trusted customer profile or “golden record”
- Limited segmentation and reporting capabilities in the legacy marketing platform
- Difficulty personalizing communications by location, preferences, or engagement behavior
As a result, marketing and analytics teams lacked a complete picture of guest activity and were constrained in their ability to activate insights consistently.
Solution Overview
AlphaBOLD partnered with the client to implement Microsoft Dynamics 365 Customer Insights as a centralized Customer Data Platform (CDP). The primary objective was to unify customer data, improve accuracy, and create a single source of truth that could support analytics and marketing activation.
Core solution objectives:
- Create a unified customer profile for each guest
- Establish a reliable golden record using identity resolution
- Enable improved segmentation and data-driven engagement
- Lay the groundwork for activation through Customer Insights Journeys
Technology Implementation
The foundation of this success story was Microsoft Dynamics 365 Customer Insights, implemented by AlphaBOLD as the central Customer Data Platform and system of record for customer data.
AlphaBOLD led the configuration of Dynamics 365 Customer Insights to support enterprise-grade data unification, identity resolution, and governance. This included designing the data model, defining matching and merging logic, and establishing rules to create a reliable golden record for each guest. The focus was not simply on ingesting data, but on ensuring that Dynamics 365 could consistently resolve identities, maintain data accuracy, and support downstream analytics and engagement use cases.
Several enterprise systems were connected to Dynamics 365 Customer Insights, including POS, loyalty, online ordering, identity, and reservation platforms. These systems served as source inputs, while Dynamics 365 functioned as the authoritative layer where customer data was unified, normalized, and governed.
In parallel, AlphaBOLD prepared Customer Insights Journeys as the activation layer. This work focused on ensuring that unified customer profiles created in Customer Insights could be reliably used for segmentation and journey orchestration. A phased readiness approach was used to support the client’s transition from its legacy marketing platform while maintaining continuity across active campaigns and respecting consent and unsubscribe requirements.
This implementation reflects AlphaBOLD’s core Dynamics 365 capabilities: building scalable data foundations, applying structured identity resolution, and aligning Customer Insights and Journeys to operate as a connected, enterprise-ready platform rather than isolated tools.
Services Delivered
AlphaBOLD delivered end-to-end consulting and implementation services, including:
- Project management and delivery oversight
- Solution design, configuration, and deployment
- Data integration and migration planning
- Functional requirements definition
- User training and enablement
- Identity resolution and data modeling design
Throughout the engagement, AlphaBOLD worked closely with client stakeholders to ensure alignment between technical implementation and marketing priorities.
Change Management Approach
Two primary change areas were addressed:
- Marketing operations: Ensuring campaigns continued without disruption during the transition into Customer Insights Journeys
- Data management: Preserving data accuracy, consent tracking, and unsubscribe logic during migration
A phased implementation approach was used to reduce risk. Critical data points were identified early, implementation timelines were coordinated around live campaigns, and testing was prioritized to ensure a smooth transition.
Outcomes and Readiness Indicators
While quantitative KPIs are still being finalized, the success of the initiative is reflected in several high-level capability indicators:
- Data sources integrated: 7–8 enterprise data sources unified in Microsoft Dynamics 365 Customer Insights (identity, loyalty, online ordering, POS, subscriptions)
- Customer profile unification: Known and previously anonymous customer records resolved into a single profile using identity and transactional data
- Segmentation readiness: Dynamic segments enabled for behavioral and lifecycle use cases (e.g., abandoned cart, birthday campaigns)
- Journey activation: Key journeys rebuilt and activated in Dynamics 365 Customer Insights Journeys following migration from the legacy platform
- Consent management: Centralized email and SMS consent tracking across website, online ordering, and POS systems
These indicators demonstrate platform readiness and operational enablement without tying the story to ROI or performance claims.
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