A cybersecurity team is evaluating an AI security vendor using a proof-of-concept deployment in a sandboxed environment with their own traffic data. What is the primary purpose of this evaluation approach versus accepting the vendor's published benchmark?

• A.To measure the model's performance on the organization's specific traffic characteristics, threat profile, and alert volume, since vendor benchmarks use curated datasets that may not represent the organization's environment and typically show significantly inflated performance compared to production deployments
• B.To test whether the vendor's product integrates with the organization's SIEM before purchasing
• C.To allow the security team to reverse-engineer the vendor's model architecture
• D.To generate a negotiating position for the commercial contract discussion