The Challenge

  • Data collection for market insights from wide segment of international tech firms, news and competitor platforms
  • Manual collection from various web sources consumed significant time and effort
  • Variation in website format and consistent updates made automated scraping unreliable
  •  Unstructured and irrelevant data collection manipulated clear analysis 
  • Major operational hurdle in managing data precision across regions and language

The Solution

  • Specialized roadmap to identify high value data sources
  • Hybrid data extraction to navigate complex and dynamic website structures 
  • Data extraction experts managed regional and language data relevance
  • Flexible workflow of large volume of data extraction
  • Significant quality assurance process to eliminate irrelevant details 
  • Turned raw and unstructured data format into standardized database

The Results

  • Quick access to rich and structured database for market trends and competitor analysis
  • Strategic decision making with accurate database 
  • Enhanced operational ability to new geographical regions
  • High quality and real time insights 
  • Improved data usability for immediate integration into client analytical tool