AI Development & Integration

Real AI Value. Real Production. Real Impact.

Turning innovative ideas into secure, scalable AI systems that deliver measurable results across RBI Group.

Artificial Intelligence is reshaping the banking sector, but true value emerges only when ideas move beyond experimentation and reach secure, production-ready implementation. At Raiffeisen Tech, we turn AI concepts into scalable solutions that streamline banking workflows, reduce manual effort, and support teams in their daily work. Designed for regulated financial environments, our AI systems combine security, compliance, and reliability with clear, measurable benefits for both business teams and customers.

What we offer

Practical AI solutions for real banking needs

Information Processing & Understanding

We extract structured data from documents such as reports, registries, and customer correspondence. We also generate clear summaries and concise bullet points from complex or lengthy materials.

Operational Efficiency & Automation

We streamline manual workflows by automating repetitive steps. Our solutions support teams with automated checks, intelligent classifications, and actionable recommendations.

Decision Support

We surface the most relevant information at the right moment to support faster, better-informed decisions. Our AI solutions help identify patterns and insights hidden within large and complex datasets.

End-to-End AI Delivery

We support initiatives across the full AI lifecycle, from discovery and PoC through MVP and production. Our approach includes continuous optimization and clear verification of measurable business value.

Seamless Integration

We integrate AI solutions seamlessly with existing RBI systems via APIs or standalone components. From day one, we ensure compliance, audit-readiness, and smooth operational adoption by end users.

How we work

Proof of concept

We validate the idea in practice, testing whether the solution works and delivers value in a real banking context.
MVP

We build a first usable version of the solution, focusing on core functionality and close feedback from business users.
Production

We deploy a secure, compliant, and scalable solution that is ready for everyday use in a regulated banking environment.
Value Verification

We confirm that the solution delivers measurable business impact, such as time savings, efficiency gains, or improved decision-making.
Continuous Optimization

We continuously refine and improve the solution based on usage data, feedback, and evolving business needs.

The real challenge in banking AI is not building a PoC, but delivering secure, compliant solutions that work reliably in production - and this is where our experience makes the difference.

WOJCIECH NOWAK, GenAI Tech Lead

Our technology stack

Our technology stack is built on proven RBI Group platforms and cloud environments, ensuring secure and compliant production deployments. This enables seamless integration with existing architectures and responsible scaling of AI solutions while supporting ongoing innovation.

Databricks / APEX

core data and analytics platforms within the RBI Group

AWS & Azure

cloud environments aligned with group standards

Agentic & RAG frameworks

LlamaIndex, LangChain for advanced AI workflows

Cloud-native AI services

Amazon Bedrock, SageMaker, Azure AI Studio, Azure Machine Learning

Structured & unstructured data processing

tabular data, text-heavy documents, with optional support for images and audio

System integrations

APIs, service endpoints, and standalone components connecting Doxis, APEX Data Products, and CRM systems

Why Raiffeisen Tech

Proven Value

Solutions already deployed across RBI, faster start, reduced risk
Security & Compliance by Design

Audit-ready, safe for regulated environments
Deep Internal Knowledge

Seamless integration with RBI systems and data products
Speed & Efficiency

Accelerated PoC-to-production delivery with measurable impact
Scalable & Responsible AI

Solutions that evolve with your business needs