Contract Risk Analysis

AI-powered contract review to detect risks and improve procurement decisions

Business impact

• Contract review cycle time — AI reduces manual effort, speeding up contract analysis and approvals
• Risk mitigation effectiveness — Automated risk identification improves detection and reduces exposure
• Procurement productivity — AI enables teams to handle more contracts with less manual work

Data requirements

• Contract documents (Text) — Textual contract data is analyzed to extract clauses and risks
• Historical contract data (Text) — Used to train AI models on common risk patterns and terms
• Market and supplier data (Structured) — Provides context for benchmarking contract terms and risks

AI methods and techniques

• Generative AI — Generates risk summaries and suggests contract edits based on learned patterns
• Predictive AI — Predicts potential risk areas and flags unusual contract clauses
• Agentic AI — Supports autonomous negotiation agents for contract discussions

AI models and model families

GPT-4, Claude, BERT, Custom NLP ensemble models