---
title: "Salesforce builds ‘flight simulator’ for AI agents as 95% of enterprise pilots fail to reach production"
url: https://daily.dev/posts/salesforce-builds-flight-simulator-for-ai-agents-as-95-of-enterprise-pilots-fail-to-reach-product-wrarznoph
source_url: https://venturebeat.com/ai/salesforce-builds-flight-simulator-for-ai-agents-as-95-of-enterprise-pilots-fail-to-reach-production/
type: article
source: "Venture Beat"
published: 2025-08-27T13:31:28.681Z
updated: 2026-03-15T06:11:50.563Z
tags: ["ai", "ai-agents", "salesforce", "testing"]
reading_time: 6
upvotes: 2
comments: 0
language: en
---

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# Salesforce builds ‘flight simulator’ for AI agents as 95% of enterprise pilots fail to reach production

**[Venture Beat](https://daily.dev/sources/venturebeat)** · 6 min read · 2 upvotes · 0 comments

## Summary

Salesforce launched CRMArena-Pro, a simulation platform for testing AI agents in realistic business environments, addressing the 95% failure rate of enterprise AI pilots. The platform includes benchmarking tools that evaluate agents across five metrics: accuracy, cost, speed, trust and safety, and environmental sustainability. The initiative comes amid security concerns following recent breaches affecting over 700 Salesforce customers through OAuth token theft. The company emphasizes the need for rigorous testing before deployment, as large language models alone achieve only 35% success rates in complex business scenarios.

## Full article

daily.dev links to this article rather than hosting it. Read it at the original source: <https://venturebeat.com/ai/salesforce-builds-flight-simulator-for-ai-agents-as-95-of-enterprise-pilots-fail-to-reach-production/>

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Tags: [#ai](https://daily.dev/tags/ai), [#ai-agents](https://daily.dev/tags/ai-agents), [#salesforce](https://daily.dev/tags/salesforce), [#testing](https://daily.dev/tags/testing)

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