Supplier contracts often require close review of price adjustments, SLAs, acceptance, penalties, warranties, confidentiality, liability caps and termination rights.

AI can perform a first pass to find missing, one-sided or policy-conflicting clauses. Results should be grouped by red flag with evidence and priority.

Procurement or legal owners remain the final decision-makers. The role of AI is to reduce search time, not replace negotiation or approval.