Batch Processing
Processing multiple AI requests together rather than individually, often used for analytics, reporting, or bulk operations.
Definition
Processing multiple AI requests together rather than individually, often used for analytics, reporting, or bulk operations.
Why It Matters for AI Governance
Batch AI processing requires the same governance controls as real-time processing. PII detection, policy enforcement, and audit logging must apply to every request in the batch, not just the batch as a whole.
How CrewCheck Handles This
CrewCheck's LLM gateway applies batch processing-related controls at the request boundary. Every AI call passes through detection, policy evaluation, and audit logging — ensuring that batch processing is addressed consistently across all teams and providers.
The governance dashboard provides real-time visibility into batch processing events, with drill-down capabilities for compliance officers and exportable evidence for auditors.