Data is critical in today’s business environment as it is essential to transform it for strategic value. This enables the strategic planning process, fine-tuning daily operations, and promoting customer satisfaction. With the introduction of AI / ML and Big data, extracting and using data has become crucial for competitiveness. This is generally achieved through the application of emerging technologies such as cloud computing for horizontal scalability, machine learning for extraction of data, and APIs for data interfacing. Enterprise web scraping can enable organizations to obtain necessary data in real time. It becomes a significant source of competitive advantage due to its ability to align with the business’s goals.