Analytics tools typically follow a multi-step process:
Data Collection: Gathering data from various sources such as databases, CRM systems, social media, and IoT devices. Data Processing: Cleaning and organizing the data to ensure accuracy and consistency. Data Analysis: Applying statistical methods, algorithms, and machine learning techniques to extract insights. Data Visualization: Presenting the analyzed data in an understandable format using charts, graphs, and dashboards.