• Customer Case
  • Powering the Future of Credit Union Member Satisfaction

Powering the Future of Credit Union Member Satisfaction:

How a rapidly-growing credit union is building a unified foundation to support fast-growing AI ambitions

The Challenge

One of the nation’s fastest-growing credit unions has been steadily innovating its digital channels and member engagement capabilities. With rising expectations for personalized banking and real-time service, the company recognized that the next phase of its digital transformation required a modern, unified data strategy and the ability to scale AI responsibly.

But behind the scenes, the company’s data estate was struggling to keep pace. Systems across CRM, lending, marketing, and operations remained siloed, limiting the ability to see the full member journey or deliver personalized experiences at scale. Manual processes were slowing frontline staff, resulting in inconsistent service, while legacy integration and reporting tools made it difficult to deploy real-time insights or support next-generation AI use cases.

The company was already experimenting with AI and advanced analytics—introducing early models for attrition, propensity, and member engagement. These efforts demonstrated the transformative potential of AI but also exposed the limits of the existing data architecture. Without a unified, governed, cloud-first platform, AI could not be scaled safely, consistently, or confidently. Recognizing this, leadership sought a partner who could anchor the company’s AI aspirations in a modern data foundation.

HSO’s data-first approach resonated immediately. Rather than starting with tools, HSO aligned the company’s business goals with a practical, scalable data strategy and demonstrated how a unified data estate would support every future AI initiative. HSO’s deep financial services expertise, Microsoft alignment, and focus on organizational adoption further cemented the partnership, laying the groundwork for a seamless transition from problem to solution.

The Solution

HSO is designing and implementing a comprehensive data modernization strategy anchored in Microsoft Fabric, Azure Integration Services, and Dynamics 365. The solution will establish a secure, scalable foundation that supports both current AI use cases and future innovation.
  • 1

    Establishing a modern, unified data foundation

    All data will be brought together using Microsoft Fabric—organizing information from CRM, lending, servicing, marketing, and operations into clean, structured layers. With Microsoft Purview managing security, quality, and lineage, the company will have a single, trusted source that provides the transparency and control needed to power responsible AI.

  • 2

    Enabling omnichannel personalization with Member 360

    With data centralized in Fabric, the company can align AI insights with CRM modernization, personalized marketing, and consistent, real-time service across digital, in-branch, and call center channels. Advisors get a unified experience, including a richer view of member relationships, histories, preferences, and opportunities.

  • 3

    Enhancing AI-driven member and employee experiences

    High-impact AI capabilities include an internal AI knowledge base that reduces procedure lookup time from 15 minutes to under three and an external chatbot that is evolving from rule-based responses to natural, generative conversations. Data science capabilities are being expanded with predictive models for attrition and next-best product recommendations.

  • 4

    Creating a scalable platform for copilots and next-generation AI agents

    This new cloud-based architecture positions the company to expand into advanced AI scenarios, including multi-step autonomous agents, proactive financial insights, automated content generation, and enhanced advisor tools, all powered by secure, trusted data.

The Benefits

Member service will improve significantly. Intelligent advisor tools and natural language AI assistants will provide frontline staff faster access to accurate information, enabling more confident and efficient interactions. Members will benefit from personalized recommendations, conversational support, and consistent experiences across channels.

Operational efficiency will accelerate. The AI knowledgebase dramatically reduces the time employees spend searching for procedures, freeing them to engage in higher-value conversations. AI-powered knowledge and guidance now scale across branches and roles, reducing manual steps and improving consistency.

Marketing performance will be strengthened. As the company shifts from broad, generalized campaigns to targeted outreach driven by behavioral data and propensity insights, campaigns will reach members who are more likely to engage, resulting in higher conversion rates and more relevant interactions.

Technical debt will be greatly reduced. By consolidating its data environment and retiring legacy integration tools, unified governance and centralized data management will simplify operations, reduce maintenance overhead, and improve visibility across the entire data estate.

AI-readiness will be accelerated cross the enterprise. A secure, unified data foundation will position it to adopt copilots, digital workers, and predictive analytics—creating an environment where AI supports every step of the member journey and unlocks long-term innovation.

The first step in our AI journey was really about the data. It has become the foundation for every model we build.

SVP of IT Development

Looking Ahead

With a data and AI foundation in place, the company will focus on the next phase of transformation--deepening personalization by using predictive models and member behavior insights to tailor offers, guidance, and outreach and implementing automated AI-driven service, including agents that help members apply for loans, update account preferences, or receive timely financial insights.

The company’s long-term vision is clear: A fully connected Member 360 experience powered by secure data, responsible AI, and seamless orchestration across digital, branch, and contact center environments. With HSO and Microsoft, the company is building a future where every member interaction—whether proactive or reactive—feels informed, timely, and meaningful.

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