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The case for embedding audit trails in AI systems before scaling


With more AI applications and agents going into production, enterprises need robust and auditable AI pipelines more than ever.

As enterprises begin to scale their AI services and put these into production, building a manageable, traceable, auditable and robust pipeline ensures their agents run exactly as they’re supposed to. Kevin Kiley, president of enterprise orchestration company Airia, told VentureBeat in an interview that frameworks must include auditability and traceability. I’ll be leading an editorial roundtable at VB Transform 2025 in San Francisco, June 24-25, called “Best practices to build orchestration frameworks for agentic AI,” and I’d love to have you join the conversation.

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