State Machines launches enterprise environment replicas for AI agent testing

On September 9, startup State Machines released what it calls the first enterprise environment infrastructure built for agents: it replicates the APIs of dozens of enterprise applications—40+ including Salesforce, SAP, Zendesk, Workday, Jira, Slack, and Stripe—locally as stateful copies that behave "just like the real thing," and supports running thousands of parallel instances, each maintaining its own independent state without interference, for AI agents to run, develop, and test against.

Confirmed

The release comes from startup State Machines, positioned as an enterprise-grade agent testing environment supporting thousands of parallel instances (m1, m5).
Covered applications include 40+ enterprise services such as Salesforce, SAP, Zendesk, Workday, Jira, Slack, and Stripe, simulated with real behavior and state (m1, m3, m5).
For developers, this addresses the difficulty of safely testing agent platforms against real enterprise systems (m2).

Why It Matters

@rohanpaulai noted that the platform lets agents develop and test in a local environment that simulates real behavior, without relying on production data.
@SimplyAnnisa commented that the hardest part of enterprise agents isn't getting them to run—it's confirming they won't break things once they finally gain access to real systems; giving agents realistic stateful API replicas and isolated environments helps catch and fix failures before they turn into customer problems.

2026-09-09 ~ 2026-09-09 · 7 related posts

Primary sources

State Machines launches stateful API replicas for testing enterprise AI agents at scale — SimplyAnnisa · 2026-09-09 00:09 (UTC+08:00)
State Machines launches local, stateful mock APIs of Salesforce, SAP, Jira and 40+ enterprise apps for agent testing — rohanpaul_ai · 2026-09-09 00:38 (UTC+08:00)

[source] State Machines launches stateful API replicas for testing enterprise AI agents at scale — SimplyAnnisa · 2026-09-09
The hardest part of enterprise agents is knowing they won't break real systems — SimplyAnnisa · 2026-09-09
State Machines launches agent infrastructure that recreates enterprise apps as stateful API replicas — iamfakhrealam · 2026-09-09
State Machines launches infrastructure to spin up thousands of stateful enterprise environments for AI agents — iamfakhrealam · 2026-09-09
[source] State Machines launches local, stateful mock APIs of Salesforce, SAP, Jira and 40+ enterprise apps for agent testing — rohanpaul_ai · 2026-09-09
State Machines launches infra to spin up thousands of enterprise environments for agent testing — aftahi_ai · 2026-09-09
State Machines launches enterprise environments for benchmarking agents before production — aftahi_ai · 2026-09-09