Inspirient's semantic understanding component is responsible for learning and recognizing key statistical and business concepts to enable knowledge-based reasoning. For example, key concepts include:

• Recognizing key statistical concepts such as numbers that cannot be mathematically operated on, such as numeric ID values, or numbers that shouldn't be summed but only averaged, such as population age
• Recognizing key business concepts such as financial metrics (e.g., 'Revenue' or 'Profit') or customer metrics (e.g., 'Customer Churn Rate')
• Recognizing client-specific indicators for custom analytical use cases¹

1. Requires low-effort training phase on individual use case, for an example see the expense appraisal automation use case at https://www.inspirient.com/analytics/intelligent_process_automation.php