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

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AI Automation
StepworkvsCassidy AI

Why teams choose Stepwork over Cassidy AI.

Cassidy AI builds AI assistants that connect to your tools via APIs and knowledge bases. But it can't execute admin workflows, handle MFA, or automate tasks in apps without API coverage. Stepwork automates through the UI — any app, any workflow.

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Where Cassidy AI falls short.

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

Cassidy AI creates AI assistants and chatbots — it doesn't execute workflows inside applications like provisioning or access changes.
Relies on API connections and knowledge bases, limiting coverage to apps that expose the right endpoints.
Cannot handle MFA or sign in through your identity provider — Stepwork authenticates natively through Okta, Entra ID, and 1Password.
Focused on knowledge retrieval and conversational AI rather than deterministic workflow automation with 98% accuracy.
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 an AI assistant like Cassidy?

No. Cassidy creates conversational AI assistants. Stepwork is a deterministic automation platform that records and replays workflows through the UI with 98% accuracy.

Can Stepwork automate things Cassidy AI can't?

Yes. Stepwork automates admin workflows like user provisioning, access reviews, and onboarding in any SaaS app — tasks that require UI interaction, MFA, and SSO.

Ready to automate what Cassidy AI can't?

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

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