Data collection in industries such as eCommerce, finance, and manpower is critical for making informed business decisions, but challenges arise when data is gathered manually without proxies. In eCommerce, real-time updates in competitor pricing, consumer reviews, and sales volume are crucial for maintaining effective pricing strategies and adapting to consumer needs, yet manual collection can lead to outdated and inaccurate data. In the finance sector, timely access to accurate securities movements, news stories, and social media sentiment is vital, as decisions based on outdated information can lead to financial losses. The manpower industry faces similar issues where outdated people and company data can mislead talent sourcing efforts. Utilizing proxies can streamline data collection processes, providing timely and accurate data, which is essential for maintaining a competitive edge and making strategic business decisions.