SAP runs SAP: Reengineering the data foundation to lead the future of financial technology in an AI-driven world
Transforming data into a fintech innovation engine
SAP SE set out to transform the data foundation behind its SAP Taulia solutions to scale with the rising demand for sharper, faster insights while lowering operational costs and advancing AI-driven innovation. By replacing fragmented legacy systems with SAP HANA Cloud, SAP can activate data to fuel smarter decisions and prepare for intelligent growth.
| Industry | Region | Company Size |
| High tech | Walldorf, Germany | >109,000 employees |
faster reports, a cut from 257 seconds to 1.95 seconds.
records transferred into SAP HANA Cloud during migration.
Director of Product Management, SAP Taulia solutions, SAP SE
Overcoming data strain to seize bigger, smarter innovation growth
SAP SE has a global reach that touches millions of transactions and funding requests and supports a flow of complex financial arrangements through its portfolio of SAP Taulia solutions each year. But behind it all was a data architecture stretched thin by fragmented systems, surging volumes, and dashboards that crawled when decision-makers needed them to fly.
Critical investor and funding reports sometimes dragged on for over a minute, and even longer under heavy loads. This experience made teams wait, patch forecasts together manually, or sidestep deeper analysis altogether. As the business accelerated, so did the risk of missing funding windows, eroding investor confidence, and delaying liquidity releases.
This challenge wasn’t just a matter of speed. It was about safeguarding the agility and trust that global finance processes demand.
Internally, the team managing SAP Taulia solutions hit a significant barrier to growth and future innovation. By modernizing its data foundation, SAP aimed to scale effortlessly, simplify reporting complexity, and build the springboard for an AI-driven future. Tackling this challenge head-on meant unlocking new ways to drive sharper financial decisions and deliver more value through SAP Taulia solutions.
Senior Engineering Manager, SAP Taulia solutions, SAP SE
Accelerating scale with a unified, multi-model cloud database
SAP tackled its data challenges head-on by consolidating its landscape of SAP Taulia solutions onto SAP HANA Cloud—a database-as-a-service offering that unifies how data is stored, processed, and accessed. This move replaced fragmented systems with a single cloud-native platform capable of managing everything from structured financial records to JavaScript Object Notation (JSON) documents, graph relationships, and time series signals.
By leveraging the database’s multi-model engine, SAP Taulia solutions can handle relational data, complex network connections, and business context all in one place. Fast in-memory processing helps ensure even the most demanding transactional and analytical workloads can be performed instantly. Meanwhile, flexible multitiered storage brings a balance between high-speed memory for critical data and more cost-effective tiers for less-active records.
SAP HANA Cloud also connects directly to SAP and third-party data sources, enabling live access without constant replication. SAP Taulia solutions can then maintain a single trusted view of data across the ecosystem, which is critical for running large-scale funding operations and financial transactions.
Delivered as part of SAP Business Technology Platform, this environment tightly integrates with machine learning frameworks, governance tools, and developer services. Doing so sets the stage for intelligent applications that adapt as business needs evolve.
Senior Engineering Manager, SAP Taulia solutions, SAP SE
Driving rapid insights and agile growth on a modern data foundation
For SAP, modernizing the data foundation that supports SAP Taulia solutions was a strategic leap that reshaped how the business operates and grows. By moving to SAP HANA Cloud, SAP now runs critical financial operations on a database that delivers results at the speed today’s markets demand.
Reports that once took over a minute are now returned in under two seconds, giving teams instant clarity on funding positions, investor allocations, and overall cash flow health. This kind of responsiveness not only streamlines internal processes but also helps ensure SAP can move decisively in global financial ecosystems where timing is everything.
“Now we have the speed and clarity to make sharper decisions, right when they matter most,” notes Spencer Hill, Director of Product Management, SAP Taulia solutions, at SAP SE.
Beyond rapid insights, consolidating onto SAP HANA Cloud means fewer systems to manage and maintain, driving down operational complexity and costs. Just as importantly, this modern data foundation is built to evolve.
“With machine learning and advanced analytics embedded natively, SAP is ready to transform SAP Taulia solutions into an even more intelligent portfolio that anticipates funding needs, optimizes strategies, and keeps supply chains moving,” explains Christoph Emmersberger, Director of Engineering, SAP Taulia solutions, at SAP SE.
Director of Product Management, SAP Taulia solutions, SAP SE
Advancing intelligent finance to lead the next wave of global change
In a world where financial agility separates leaders from laggards, SAP isn’t just keeping pace—it’s setting the standard for what’s possible.
Looking ahead, the company plans to harness the full breadth of SAP HANA Cloud and SAP Business Technology Platform to make SAP Taulia solutions smarter and more predictive. With machine learning models, embedded analytics, and next-generation data applications, SAP aims to turn its vast streams of financial data into forward-looking intelligence that helps customers anticipate funding needs, optimize liquidity, and strengthen investor confidence.
These plans reach beyond technical goals. SAP is focused on empowering customers to unlock working capital with more precision while giving suppliers faster access to cash and helping businesses thrive in a complex economic landscape. However, internally, the priority is creating an environment where teams can focus less on managing infrastructure and more on innovating to push the boundaries of what finance technology can achieve.