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AI & ML Consulting

Navigate the model jungle. We help you find the right AI solution – pragmatic and effective.

Model Selection & Evaluation
Workflow Automation
Custom AI Solutions
AI Strategy

Expertise in Detail

Predictive Analytics

Time series analysis and neural networks for data-driven predictions and decisions.

Time SeriesNeural NetworksForecastingAnomaly Detection

MLOps & Deployment

Production-ready ML pipelines with container orchestration and automated deployment.

DockerKubernetesML PipelinesModel Serving

Clustering & Segmentation

Pattern recognition and customer segmentation with classical ML algorithms.

K-MeansHierarchical ClusteringCustomer Segmentation

NLP & Sentiment Analysis

Text analysis and sentiment detection for market research and customer analytics.

Text MiningSentiment AnalysisNamed Entity Recognition

Not every problem needs GPT-4

We find the right model for your use case

Was möchten Sie umsetzen?

GPT-4 / ChatGPT

General Purpose

Stärken

Breites WissenKreativitätCoding

Ideal für

  • Komplexe Dialoge
  • Content-Erstellung
  • Code-Generierung

Claude

Analysis & Safety

Stärken

Lange KontexteAnalyseSicherheit

Ideal für

  • Dokumentenanalyse
  • Forschung
  • Compliance

Llama / Open Source

Self-Hosted

Stärken

KontrolleAnpassbarKeine API-Kosten

Ideal für

  • On-Premise
  • Fine-Tuning
  • Datenschutz

Mistral

Efficient

Stärken

SchnellKosteneffizientEU-basiert

Ideal für

  • High-Volume
  • Edge Computing
  • DSGVO

Gemini

Multimodal

Stärken

BilderVideoGoogle-Integration

Ideal für

  • Multimodale Apps
  • Google Workspace
  • Vision

Spezialisierte Modelle

Domain-Specific

Stärken

FachexpertiseGenauigkeitCompliance

Ideal für

  • Medizin
  • Recht
  • Finanzen

Die Modelllandschaft entwickelt sich ständig weiter. Wir helfen Ihnen, die richtige Wahl für Ihre spezifischen Anforderungen zu treffen.

Project References

FinTech

Financial Market Screener

Python-based ML system for market analysis with sentiment analysis and automated screening rules.

PythonML ClusteringSentiment AnalysisREST API
Energy / Smart Home

Energy Forecast App

Flutter app with ML model for solar production prediction – feature selection, stacking regressor, Tibber integration.

FlutterPythonSklearnTimescaleDBRandom Forest
Enterprise / Customer Service

On-Premise RAG Chatbot

Local chatbot with Ollama and LlamaIndex for PDF catalog – reduced customer service contact rate.

OllamaLlamaIndexPythonFastAPINext.js

Ready for the next step?

Let's tackle your IT challenges together.