Enterprise AI Engineering

Architectural Services

High-performance cloud infrastructures and AI agents designed for the Frankfurt enterprise ecosystem.

01. Cloud Infrastructure & Sovereignty

The Sovereignty Manifesto

In Germany, data sovereignty is paramount. We design GCP infrastructures that isolate critical workloads within the europe-west3 region, ensuring maximum GDPR compliance and security.

Compliance

Data residency management in Frankfurt with strict adherence to EU regulations.

Security

Zero-Trust architectures featuring Identity-Aware Proxy (IAP) and granular IAM.

FinOps

Automatic cost optimization and predictive monitoring of GCP quotas.

Sovereign Cloud Architecture

Design of high-security GCP environments with strict data residency and compliance for the DACH market.

GCP VPC SC CMEK
Technical Logic

Cloud-Native Modernization

Transitioning legacy systems to scalable microservices using GKE and serverless architectures.

Docker Kubernetes Cloud Run
Cloud Logic

FinOps & Governance

Cloud cost optimization and automated governance policies to scale without financial surprises.

Terraform Billing API IAM
Cost Logic

02. Agentic AI & Intelligence

Agentic Reasoning Systems

Beyond simple chatbots. We implement agentic systems that use Gemini Pro to reason over corporate data (RAG) and execute concrete actions via secure APIs.

RAG Engine

Advanced Retrieval-Augmented Generation using pgvector for high-precision context.

Automation

Multi-step autonomous workflows that bridge the gap between LLMs and business logic.

Vertex AI

Enterprise-grade model tuning and deployment with scalable MLOps pipelines.

Agentic AI Workflows

Autonomous AI agents capable of using tools and executing complex business processes.

Vertex AI LangGraph Python
Workflow Logic

Enterprise RAG Systems

Retrieval Augmented Generation to connect LLMs with your private company documentation.

pgvector Gemini BigQuery
RAG Logic

LLMOps & Scaling

Standardizing the lifecycle of AI models: from evaluation to production monitoring.

MLflow Vertex Pipelines DVC
Pipeline Logic

03. Enterprise Solutions & Strategy

Scalable Full-Stack Engineering

Developing end-to-end solutions where modern backends integrate natively with the Google Cloud ecosystem. Serverless architectures designed to scale without overhead.

Serverless

Cloud Run and Functions deployment for high-density, low-overhead applications.

Integration

Native connectivity between bespoke software and Google Cloud's API ecosystem.

B2B Strategy

Technical consulting for AI adoption tailored for the Frankfurt enterprise market.

AI-Driven MVP

Rapid prototyping of AI-powered web applications to validate business ideas in weeks.

React FastAPI Node.js
Dev Logic

B2B AI Integration

Injecting AI capabilities into existing enterprise software via custom API middleware.

Python REST Cloud Functions
System Logic

Fractional AI Architect

Strategic technical advisory for B2B clients in Frankfurt looking to adopt AI responsibly.

Strategic Roadmap Tech Audit
Strategic Logic