Data Warehousing Strategy for Airlines, Banking, and BI
This paper examines data warehousing and strategic information systems across multiple industry contexts. It analyzes how airlines use CRM, reservation systems, and enterprise-wide platforms to build frequent flyer loyalty, and identifies three key operational applications feeding airline data warehouses along with their data load and refresh cycles. The paper then addresses user participation in data warehouse development within a banking context, presenting a change management framework and User Advisory Council structure. A memo format guides requirements gathering for a retail chain DBMS rollout. Finally, the paper explores Business Intelligence drivers at BNSF, real-time data warehousing at Overstock.com, and the public and private benefits of the Geostar system in Arkansas.
- Strategic Information Systems and Airline Frequent Flyer Loyalty: How airlines use IT to build customer loyalty
- Operational Applications Feeding the Airline Data Warehouse: Three core apps, data loads, and refresh cycles
- User Participation and Change Management in Banking Data Warehousing: Overcoming resistance via advisory councils
- Requirements Phase Memo: Retail Chain DBMS Implementation: Memo methodology for nationwide DBMS rollout
- Business Intelligence Drivers at BNSF: BI adoption drivers and internal performance needs
- Real-Time Data Warehousing at Overstock.com: Real-time data improving e-commerce performance
- Benefits of Geostar to Arkansas and Private Sector Users: Geostar's public and business impact in Arkansas
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What makes this paper effective
- Uses real-world industry examples — Delta's Medallion Program, American Airlines' SABRE system, United's Apollo, Overstock.com, BNSF, and Geostar — grounding abstract data warehousing concepts in concrete cases.
- Consistently connects technical systems (ETL, BPM, BPR, CRM) to business outcomes such as customer loyalty, cost efficiency, and revenue growth, demonstrating applied understanding.
- The change management section employs a practical memo format with a User Advisory Council recommendation, showing how to translate theory into actionable organizational strategy.
Key academic technique demonstrated
The paper demonstrates applied comparative analysis: each question is answered by mapping general data warehousing principles to a specific industry context, then identifying trade-offs (e.g., real-time vs. batch refresh cycles, data load magnitude across systems). This technique shows mastery of concepts through situational application rather than definition alone.
Structure breakdown
The paper is organized as a multi-part response to distinct prompts, each functioning as a self-contained analytical section. Sections progress from airline strategy and operations, to banking governance and change management, to retail system design, and finally to three brief case analyses (BNSF, Overstock.com, Geostar). This cumulative structure moves from broad strategic frameworks to specific operational and technical details.
Strategic Information Systems and Airline Frequent Flyer Loyalty
In highly competitive industries such as airlines, where optimization of services, physical assets, and employees' roles and responsibilities must all be synchronized to deliver exceptional service, the use of strategic information systems is essential. For airlines to gain and keep customers, service must become their greatest differentiator. Because there are many aspects to service — from flight attendant performance to on-time delivery, to adherence to aircraft maintenance schedules — the ability to create customer loyalty depends on gaining a process-based view of information and service performance. Strategic information technology must deliver critical data into each customer-facing and customer-supporting process that airlines rely on to meet and exceed customer expectations, requiring information systems, architectures, and frameworks that ensure the data delivered is accurate, relevant, and actionable.
The progression of airlines from strong functional IT system designs, which created information silos, dramatically slowed their ability to fulfill customer requests for exceptions to standard processes. These processes included checking in to connecting flights, creating itineraries that incorporated third-party airlines, managing meal requests across thousands of daily flights, and managing and promoting customer loyalty programs to nurture and strengthen customer loyalty over time. It is important to note that strategic information is not limited to customer-facing initiatives — that is the specific role of Customer Relationship Management (CRM) systems. CRM systems are often used for creating and initiating customer loyalty programs and integrating customer-specific data with marketing strategies to increase customer lifetime loyalty. Delta's Medallion Program, for example, is managed by an enterprise-wide CRM system focused specifically on sustaining and strengthening customer loyalty over the long term. To the extent a CRM system is integrated with legacy and enterprise-wide databases containing customer-specific data, it can provide insightful information that serves as the foundation of loyalty programs. The intent of these programs is to inform, persuade, and reward airline customers to become frequent flyers.
CRM systems in airlines cover the critical business processes involved in attracting, selling to, and serving flyers, and in creating programs that lead customers toward greater loyalty over time. These strategies, however, do not operate in isolation — they require enterprise-wide support for the systems that deliver on the expectations set through advertising, public relations, branding, and prior customer experiences, both positive and negative.
Enterprise-wide systems manage the complex, integrated, and often difficult transactions that form the foundation of reservation and booking systems. For American Airlines, the SABRE system represents this type of enterprise-wide strategic information system. Apollo, from United Airlines, is another example. The role of these strategic information systems is to coordinate the scheduling of aircraft of all types and configurations by passenger load for each leg of a flight schedule. While not directly used in creating loyalty initiatives, these core systems are essential for the entire airline to consistently deliver exceptional service every day. It is through the consistent delivery of that service that the unique value proposition of any airline begins and is strengthened.
The heavy reliance airlines place on Business Process Management (BPM) and Business Process Reengineering (BPR) illustrates this point clearly. The use of strategic information systems to enable continual process improvement through BPM and BPR has gained prominence across nearly all airlines as they strive to make each process more streamlined, efficient, and focused on the flyer's needs. The continual improvement of these enterprise-wide systems is also critical for flyers to receive the levels of service they expect, based on the many incentive and marketing strategies aimed at converting them into frequent flyers. Ultimately, strategic information systems must create a highly synchronized set of processes, systems, and people for customer loyalty to be created and sustained over time.
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