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Data & AI

Data & AI

Turn raw data into intelligent, secure, and scalable AI solutions. We design and build the full stack from streaming and lakehouse platforms, ML engineering and MLOps, to AI and event-driven applications. So your teams can move from experimentation to real, AI-driven business impact.
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Our Impact
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Overview

Why Data & AI?

Our approach combines data excellence with AI innovation: reliable pipelines, governed platforms, and production-ready AI models that power decisions, automation, and new digital services.
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01

Collect & Stream

Ingest and unify data from IT, OT and enterprise systems in real time

02

Process & Understand

Apply real-time analytics and AI to generate timely, actionable insights

03

Operate & Govern

Ensure reliability with MLOps, modern lakehouse architectures, data quality, lineage, and access control

04

Act & Innovate

Deliver AI-powered applications, intelligent agents, and event-driven services that create measurable impact

Competences

Our Data & AI Competences‍

We combine data excellence with AI innovation: engineering high-quality data foundations, leveraging modern lakehouse architectures, and developing intelligent, scalable AI applications that create measurable outcomes.

AI & ML Engineering

AI is only as strong as the models behind it. We design, develop, and train ML/AI models through feature engineering, experimentation, and rigorous evaluation to fit real business needs.

AI Applications & Agentic AI

Turn AI into outcomes. We implement LLM apps, copilots, and multi-agent systems (e.g., CrewAI) to deliver intelligent assistants, automated workflows, and data products that move the needle.

AI & MLOps

Production is where AI matters. We enable end-to-end model operations with automated deployment, monitoring, retraining, and governance so that your AI remains reliable, compliant, and explainable.

Real-Time Data

Decisions lose value when they arrive too late. We build real-time data streaming and analytics platforms that transform raw events into instant insights and power event-driven action.

Data Engineering

Great AI starts with great data. We build scalable, high-quality data pipelines that unify information across diverse sources, ensuring data is clean, reliable, and ready for analytics and AI

Data & AI Platforms

Platforms turn pilots into products. With deep expertise in Databricks, modern lakehouse architectures and streaming platforms, we deliver secure, scalable foundations that bring data, analytics, and AI together at enterprise scale
Starterkit

Don't know how to start?

Define your next step
We offer workshops and starter kits to help clients understand the basics of platform engineering, providing them with the knowledge and tools to build and manage their own platforms effectively.

Tech Stack

The Stack we work with

Our Data & AI work builds on a modern stack that combines streaming frameworks, lakehouse architectures, ML and LLM frameworks, and governance tooling. The result: scalable, production-ready AI that creates measurable impact.
our approach

360 degree co-creation

We don’t deliver projects, we co-create data & AI platforms that move beyond pilots and into production. Our approach combines strategic data architecture, robust AI engineering, and hands-on enablement to ensure that data becomes a true driver of intelligent action.

Architect

Define the data & AI strategy, target architecture, and governance framework. We assess current systems, identify data sources (IT, OT, IoT), and design the foundation for streaming, lakehouse, and AI integration secure, compliant, and future-ready.

Build

Implement scalable data pipelines, real-time streaming infrastructures, and machine learning workflows. We bring models from notebooks into production, design lakehouse platforms (e.g. Databricks, Iceberg, Delta), and integrate AI into business applications.

Evolve

Optimize pipelines, platforms, and models for performance, resilience, and cost-efficiency. Introduce MLOps pipelines for automated retraining, monitor data quality and drift, and ensure compliance.

Enable

Empower teams to own their Data & AI platform. We transfer knowledge on data engineering, ML Ops, and governance, establish best practices, and provide StarterKits and trainings so internal teams can extend and scale independently.

Transform

Unlock new business models with Data & AI. From predictive maintenance and data products to LLM copilots and agentic AI, the platform evolves into a driver of innovation and measurable business impact.

Our partners

Build your data & ai strategy on a foundation of industry-leading streaming and infrastructure technologies. We leverage these powerful partnerships to deliver scalable, real-time architectures for mission-critical applications.
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Use cases

The mission-critical processes we already power!

Buying behavior based up-selling management system

How we developed a GDPR-compliant upselling system that automates complex tax and leasing logic for a leading German car manufacturer, resulting in multi-million euro revenue growth and standardized European rollout.

Telepaxx Medical Data Cloud (TMD)

Training and examination administration

Seminar administration for medical staff

Real-time sonar object detection for an autonomous survey-robot

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Contact

Let's start working on your project‍

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