ak Systems - Professional E-Commerce Solutions and IT Services

AI & Machine Learning

Our AI & ML Services

AI for DACH Business

We bring Artificial Intelligence to the German mid-market. Compliant, secure, and effective:

  • DSGVO-Compliant AI: Local model hosting (On-Premise/Private Cloud) to ensure data stays in Germany.
  • German NLP Experts: Specialized language models optimized for German business correspondence and dialects.
  • Industry Solutions: AI applications for Automotive, Manufacturing, and FinTech in the DACH region.

Chatbot Development and NLP Integration

Intelligent conversational agents for your customers:

  • Natural Language Processing: Understanding natural language
  • Intent Recognition: Recognition of customer intentions
  • Sentiment Analysis: Analysis of customer sentiment
  • Multi-Language Support: Multilingual chatbots

Predictive Analytics and Data Analysis

Prediction models for better business decisions:

  • Customer Behavior Prediction: Predicting customer behavior
  • Sales Forecasting: Revenue forecasts based on data
  • Risk Assessment: Automatic risk assessment
  • Pattern Recognition: Recognition of patterns in large datasets

Computer Vision and Image Processing

Automated image analysis and recognition:

  • Object Detection: Recognition of objects in images
  • Image Classification: Automatic categorization of images
  • OCR (Optical Character Recognition): Text recognition in images
  • Quality Control: Automated quality inspection

Automated Workflows and Process Optimization

Intelligent automation for more efficient processes:

  • Process Mining: Analysis and optimization of business processes
  • Document Processing: Automated document processing
  • Recommendation Systems: Personalized recommendations
  • Anomaly Detection: Detection of unusual patterns

Technology Stack

Machine Learning Frameworks

  • TensorFlow & Keras
  • PyTorch & Scikit-learn
  • OpenAI GPT & BERT
  • Computer Vision APIs

Deployment & Privacy

  • On-Premise Hosting
  • Private Cloud
  • GDPR-Compliant Processing
  • Local LLMs

Development Process

  1. Data Analysis: Analysis of your data and requirements
  2. Model Selection: Selection of optimal ML algorithms
  3. Training & Validation: Model training and validation
  4. Integration: Integration into your existing systems
  5. Testing: Comprehensive testing of AI functions
  6. Deployment & Monitoring: Go-live with continuous monitoring
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Portfolio

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