# SOP-Bench: A new benchmark for evaluating AI agents on real business procedures

DevFeed: [SOP-Bench: A new benchmark for evaluating AI agents on real business procedures](<https://devfeed.tech/articles/sop-bench-a-new-benchmark-for-evaluating-ai-agents-on-real-business-procedures-7607.md>)

Original publisher: [Read original article](<https://www.amazon.science/blog/sop-bench-a-new-benchmark-for-evaluating-ai-agents-on-real-business-procedures>)

Author: Rohith Nama; Nandi Subhrangshu

Published: 2026-08-21T15:57:17Z

Content type: article

Language: en

Sources: [Amazon Science homepage](<https://devfeed.tech/sources/amazon-science-homepage.md>)

Topics: [Benchmark](<https://devfeed.tech/topics/benchmark.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [Ground truth / benchmark quality](<https://devfeed.tech/topics/ground-truth-benchmark-quality.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [ai-agents](<https://devfeed.tech/tags/ai-agents.md>), [benchmark](<https://devfeed.tech/tags/benchmark.md>), [benchmarks](<https://devfeed.tech/tags/benchmarks.md>), [conversational-ai](<https://devfeed.tech/tags/conversational-ai.md>), [testing](<https://devfeed.tech/tags/testing.md>)

## AI overview

SOP-Bench is an openly available benchmark for evaluating how well AI agents execute real standard operating procedures authored by domain experts. It combines genuine enterprise procedures, functioning tools, and ground-truth answers to test interpretation, memory, judgment, and tool selection during complete procedures.

## Source excerpt

Extendable framework enables testing agents on the full set of capabilities required to successfully complete a procedure, not isolated proxy tasks.