Machine learning and AI can assist in simplifying and automating the tasks involved in identifying, profiling, and classifying data. Nearly 50% of companies use machine learning, data analysis, or AI tools to fix resource shortages and issues with data quality. Businesses in different sectors find various purposes for AI. For example, chatbots improve the customer experience in over half of the telecommunication companies. Similarly, computer-assisted diagnostics is a common occurrence with 38% of healthcare providers.