EnterpriseVal: Quantifying the Efficacy, Reliability and Value of Generative AI in the Enterprise
Updated
Updated · arxiv.org · Sep 18
EnterpriseVal: Quantifying the Efficacy, Reliability and Value of Generative AI in the Enterprise
1 articles · Updated · arxiv.org · Sep 18
Summary
Researchers have introduced EnterpriseVal, a new evaluation system to measure the effectiveness and reliability of generative AI in enterprise workflows.
The framework assesses AI systems using firm-specific tasks, formal metrics, expert grading, and a decision protocol, aiming to close the gap between model benchmarks and real business value.
A pilot in a global bank showed promising results, but also highlighted the need for rigorous, transparent evaluation to ensure AI deployments deliver measurable business impact.