Stepwork logo
Why Stepwork
Capabilities
Security
Company
Book a Demo
Why StepworkCapabilitiesSecurityCompany
Stepwork logo

Interface automation that can automate any flow a human can do. No APIs needed.

Product

  • Why Stepwork
  • Capabilities
  • Benchmark

Compare

  • All Comparisons
  • Stepwork vs UiPath
  • Stepwork vs Zapier
  • Stepwork vs ServiceNow
  • Stepwork vs Scribe

Provisioning

  • Overview
  • Directory

Integrations

  • All Integrations
  • Okta
  • Microsoft Entra ID
  • Google Workspace
  • 1Password
  • OneLogin
  • Ping Identity

Company

  • About
  • Security

Legal

  • Terms and Conditions
  • Privacy Policy
  • Data Processing Agreement
  • Subprocessors
1849 Union St, San Francisco, CA 94123, USA·Loot Discount inc dba Stepwork
LinkedIn

© 2026 Stepwork. All rights reserved.·Design System

AI Browser Agent
StepworkvsCua

Why teams choose Stepwork over Cua.

Cua builds AI computer-use agents. While it can control desktop applications, it's an early-stage developer tool without the enterprise security, deterministic accuracy, or identity management that production IT automation requires. Stepwork delivers all of these.

Book a Demo

Where Cua falls short.

And how Stepwork fills the gap with UI-first automation.

Cua is an early-stage AI agent platform — Stepwork is production-ready with proven 98% flow accuracy across enterprise workloads.
No native identity provider integration or MFA handling — Stepwork authenticates through Okta, Entra ID, and 1Password natively.
Relies on AI reasoning for execution — Stepwork uses deterministic replay with AI self-healing for reliability.
No hardened execution environment — Stepwork runs in isolated Docker containers with 100% local data processing.
100%
App coverage — no API needed
98%
Flow accuracy
5 min
From recording to automation
0
APIs or scripts required
100%
Local execution

UI changes break traditional automation.
Stepwork self-heals and keeps running.

Stepwork uses AI vision to detect layout shifts, find the right elements, and keep automations running — no human intervention, no re-recording, no maintenance.

UI change detected
Button moved, layout shifted, new element added
Self-healing activates
AI identifies the correct element using vision
Flow continues
98% accuracy. No re-recording needed.

Frequently Asked Questions

Is Stepwork similar to Cua?

Both automate through the UI, but Stepwork is a mature production platform with deterministic accuracy, enterprise identity support, and hardened local execution. Cua is an earlier-stage AI agent framework.

Ready to automate what Cua can't?

Record once. Run forever. Join teams saving 1,000+ hours with 98% accurate automation.

Book a Demo