Data Solutions & Web Scraping

Intelligent Data Extraction & Analytics

Our expert collective delivers sophisticated web scraping, data extraction, and analytics solutions for family offices and private clients in Switzerland and Germany. From automated market research to competitive intelligence and business analytics.

Our Data Solutions Services

🕷️ Web Scraping & Data Extraction

Advanced web scraping solutions for extracting structured data from websites, APIs, and online sources. We handle complex JavaScript-heavy sites, anti-bot protection, and large-scale extraction.

Python Selenium Scrapy BeautifulSoup
  • • Custom web scraping applications
  • • Automated browser interaction (Selenium, Puppeteer)
  • • Dynamic JavaScript-heavy website scraping
  • • API integration and data aggregation
  • • Rate limiting and ethical scraping practices

📊 Data Analytics & Processing

Transform raw data into actionable insights with sophisticated data processing and analytics pipelines. We handle data cleaning, transformation, and analysis at scale.

Pandas NumPy Python SQL
  • • Data cleaning and normalization
  • • Statistical analysis and reporting
  • • Data pipeline development
  • • ETL (Extract, Transform, Load) processes
  • • Business intelligence dashboards

🔄 Automated Data Collection

Set up continuous automated data collection systems that run 24/7, monitoring sources, detecting changes, and alerting you to important updates.

  • • Scheduled scraping and monitoring
  • • Real-time data feed integration
  • • Change detection and alerting
  • • Data quality monitoring
  • • Automated report generation

🎯 Competitive Intelligence

Monitor competitors, track market trends, and gather intelligence from public sources. We create systems that continuously gather and analyze competitive data.

  • • Competitor website monitoring
  • • Price tracking and comparison
  • • Market research automation
  • • Social media data collection
  • • Trend analysis and reporting

🗄️ Data Warehousing & Storage

Design and implement data storage solutions optimized for your analysis needs. From SQL databases to big data solutions.

PostgreSQL MongoDB Redis Elasticsearch
  • • Data warehouse architecture
  • • Time-series data storage
  • • Search engine implementation
  • • Data lake design
  • • Backup and archival strategies

🤖 AI & Machine Learning Integration

Enhance data solutions with machine learning for pattern recognition, classification, and predictive analytics.

TensorFlow PyTorch Scikit-learn
  • • Natural language processing (NLP)
  • • Sentiment analysis
  • • Pattern recognition and classification
  • • Predictive modeling
  • • Automated data categorization

Technologies We Use

Scraping Tools

Python Selenium Scrapy BeautifulSoup Puppeteer

Data Processing

Pandas NumPy Apache Airflow Spark

Storage

PostgreSQL MongoDB Redis Elasticsearch

ML & AI

TensorFlow PyTorch Scikit-learn

Recent Data Projects

Market Intelligence Platform

Built automated scraping system collecting pricing and product data from 500+ e-commerce sites daily, providing real-time competitive intelligence and market analysis for private client.

Python • Selenium • PostgreSQL • Pandas • Automated Alerts

Real Estate Data Aggregation

Created comprehensive real estate data platform scraping multiple property listing sites, analyzing trends, and generating investment insights for family office.

Scrapy • MongoDB • Elasticsearch • Data Analytics

Social Media Monitoring

Developed social media monitoring tool tracking brand mentions, sentiment analysis, and competitor activity across multiple platforms with real-time alerts.

Python • APIs • NLP • Sentiment Analysis • Dashboard

Financial Data Pipeline

Built ETL pipeline aggregating financial data from multiple sources, performing calculations, and generating automated reports for investment decision-making.

Python • Pandas • PostgreSQL • Apache Airflow • BI Tools

Our Approach

Ethical & Legal

We follow ethical scraping practices, respect robots.txt, implement rate limiting, and ensure all data collection complies with relevant regulations.

Reliable & Scalable

Our solutions handle website changes gracefully, scale to millions of pages, and include monitoring and alerting for continuous operation.

Actionable Insights

We don't just collect data - we process, analyze, and present it in ways that enable informed decision-making and action.

Need Data Solutions?

Schedule a confidential consultation to discuss your data extraction, scraping, and analytics needs.