📚 Syllabus & Course Curriculum
Data Science & Analytics
Module-by-module breakdown of Advanced AI & ChatGPT for Contract Management and Ethics, from foundations to a certified capstone project.
Lifecycle
• Intake, drafting, negotiation, execution and obligation management
• Where automation reduces cycle time and where it introduces risk
• Contract data models and clause libraries
Extraction
• Automated clause identification and metadata extraction at portfolio scale
• Obligation, renewal and termination tracking
• Extraction error as a commercial risk, and verification sampling
Review
• Playbook-driven review and deviation detection against standard positions
• Risk scoring of non-standard terms
• Redlining assistance and preserving negotiating intent
Ethics
• Confidentiality of counterparty information in third-party tools
• Unauthorised practice of law and the boundary for non-lawyer users
• Bias and fairness in automated commercial decisions
Governance
• Vendor diligence, data residency and retention terms
• Audit trails and demonstrating human review of automated output
• Measuring benefit beyond hours saved
Earn government-registered certification in Advanced AI & ChatGPT for Contract Management and Ethics
e-Certificate and e-Marksheet issued on successful completion.
