AI & Machine Learning Development
Custom AI workflows, local models, automation pipelines & multilingual intelligence — built for real business use.
We develop practical, production-ready AI systems that automate operations, enhance decision-making, and support data-driven decision-making and operational improvements. From on-server ML models and GPU inference to LLM-powered assistants, AI dashboards, and multi-step automation agents, we deliver intelligent tools designed for use in regulated and privacy-sensitive environments in Berlin and across Germany. Our approach focuses on GDPR-compliant AI, robust engineering, and seamless integration with your existing systems — with a focus on reliability and suitability for real-world production environments.
Why Companies Choose Our AI Systems
What We Deliver
AI Dashboards & Intelligent Interfaces
- •Real-time content generation
- •Semantic search & vector embeddings (local or cloud)
- •Image recognition & object classification
- •Video analysis & frame-level processing
- •Automatic data enrichment and labeling workflows
- •Custom AI-driven analytics and reporting dashboards
Custom AI Workflows
- •Automated content creation and multilingual localization
- •Marketing automation (email, social media, meta-tag generation)
- •Predictive analytics models to support sales, demand, and churn analysis
- •AI-assisted internal processes (approvals, routing, scoring)
- •Multi-step agents for enterprise operations
- •Retrieval-augmented pipelines (RAG) with private knowledge bases
Local ML Models (On-Server Inference — GDPR-Friendly)
- •TensorFlow / PyTorch / Keras deployment
- •Private, on-premise AI systems (without reliance on external third-party data processing)
- •Image, video, OCR, NLP, embeddings & classification models
- •GPU-optimized pipelines
- •Integration with existing backend and microservices
AI Products & Assistants
- •LLM-powered customer support bots
- •AI "wizards" for guided user flows
- •Multilingual chatbots (EN/DE/RU/ID)
- •Telegram/WhatsApp bots with AI logic
- •AI tools for hospitality, finance, real estate, and logistics
- •Domain-specific AI agents with task-specific context handling and state management
Data Processing & Pipelines
- •ETL pipelines for text, images, video, structured data
- •Feature extraction & dataset preparation
- •Data cleaning, transformation & deduplication
- •High-volume storage optimization
- •Automated labeling and training loops
Integrations
- •OpenAI API, Google Gemini, local LLMs
- •Supabase, PostgreSQL, ClickHouse
- •CRM, ERP, CMS platforms
- •Webhooks, microservices, API gateways
- •Marketing tools & analytics platforms
When You Need AI Development
Choose this service when you want:
Tools & Technologies
Models & Frameworks
TensorFlow, Keras, PyTorch, scikit-learn, OpenAI API, Llama-based LLMs
Infrastructure
On-server inference (CPU/GPU), Docker, Kubernetes, GPU nodes
Data
PostgreSQL, ClickHouse, Supabase, Redis
Automation
Make.com, n8n, custom pipelines, event-driven agents
Dashboards
Next.js, React, Tailwind, Chart.js, D3.js, custom admin UIs
APIs & Integrations
Telegram API, WhatsApp API, REST, GraphQL, webhooks, SDKs
Industries We Support
Example Work (Case Studies)
AI use cases and case studies are provided for illustrative purposes only and do not constitute guarantees of outcomes, accuracy, or regulatory approval.
FAQ
Can you build local AI models that don't use the cloud?
Yes — we deploy models locally on your servers to support privacy-focused and GDPR-aligned deployments.
Can you build a complete AI product?
Yes: architecture → model → backend → dashboard → deployment.
Can you integrate AI into our existing system?
Absolutely. CRM, ERP, dashboards, microservices, websites, internal tools.
Do you fine-tune custom models?
Yes — for text, images, audio, structured data.
What's required to start?
Just a use case. We validate feasibility and propose a technical roadmap.
Related Services
Related Articles
More insights and best practices on this topic
AI and machine learning development in Germany for companies operating production AI systems. We support organizations with AI workflows, model deployment, and AI systems based on the specific technical and regulatory context of each project. All services are delivered individually and depend on system requirements and constraints.
AI systems involve probabilistic outputs. Results, accuracy, and compliance depend on configuration, data quality, and operational context.