Data & AI Architecture

From data silos to AI-ready architectures

We transform fragmented data landscapes into scalable, compliant and production-ready architectures.

Resilience by design

Focus on Resilience and Velocity

Achieving "resilience by design" and faster time-to-insight remains a critical challenge. Although 45% of organizations already work with near-real-time data, fewer than one in five feel successful at actually enabling faster insights, highlighting significant architectural bottlenecks in data quality and integration. This is why a "data quality first" approach is essential: 57% of companies cite improving trust in data accuracy and completeness as a top priority. Ultimately, capturing value at scale is still rare. In 2024, 74% of companies struggled to scale AI value, with only 22% moving beyond proof of concepts and just 4% generating substantial returns.

What AOE will help you achieve

Break down data silos

Enable seamless access to current, reliable data across your organization.

Boost data quality

Establish standards and contracts to eliminate duplication, inconsistencies and breaking changes.

Compliance & governance

Gain full control with clear ownership, lineage and GDPR/AI Act readiness.

AI at scale

Build the architectural foundation for MLOps, lifecycle management and integration into core systems.

Future-proof architectures

Move beyond experiments to production-ready solutions that reduce risks and rebuild costs.

Operational resilience

Handle growing data volumes, real-time demands and new workloads with scalable, elastic platforms.

food for thought

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FAQ

Frequently asked questions

What exactly are AI workflows and how can they benefit my business?
Can n8n be used as an enterprise-grade AI workflow automation solution?
What integrations are possible with AI workflow automation platforms?
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Our partner network

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Who we helped

Recent case studies

The success stories that showcase our commitment to excellence in digitalization and highlight the trust our clients place in our expertise

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What other people say

Voices from Our Customers

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Contact us DE

Do you have general questions about our services, or would you like to implement a project with us? Please fill out the form, and we will get back to you immediately.