Software as a service (SAAS) services featuring software using artificial intelligence (AI) for transforming contract files containing unstructured contract text into smart data objects, extracting and organizing terms, clauses, and obligations, and delivering insights, namely, compliance validation, workflow recommendations, and risk assessments, provided as an intelligence layer for use with contract lifecycle management systems in legal operations, procurement, supply chain, and other contract-intensive industries.