Guide
What is agentic RPA?
Agentic RPA is back-office automation where workflows are described in plain language and executed by an AI agent that reasons about the goal — instead of a classic robot replaying pre-recorded clicks against a fixed UI. Because the agent adapts when the interface changes, agentic RPA survives the UI updates that break traditional recorded scripts, while keeping a human in the loop and a full audit trail.
Updated · Jul 8, 2026
Classic RPA vs agentic RPA
Classic RPA records the exact clicks and fields on a specific screen and replays them. It's fast on stable UIs but brittle — the moment a button moves or a form changes, the robot breaks and has to be re-recorded. Agentic RPA flips this: you describe the intent ("reconcile these invoices"), and an AI agent chooses the tools and steps, reasons through the task, and adapts to what it finds.
Why it matters for back-office ops
Back-office interfaces change constantly — vendor portals, ERPs, bank sites. Recorded robots break with each change and pile up maintenance. Agentic automation adapts instead, and because workflows are written in plain language, operations people can describe them without RPA developers in the loop.
Guardrails: human-in-the-loop and audit trail
Agentic doesn't mean unsupervised. Edge cases route to a person with full context, and every step, decision and tool call is recorded. That audit trail is why finance and compliance teams tend to adopt agentic automation faster than the operations team that first asked for it.
How Paperclip implements it
Paperclip turns a written SOP into a running agent with the right tools, guardrails and a full audit trail. It runs on EU infrastructure (HostAgentes) and is operated by ZUI — so the automation keeps working as your systems evolve, rather than becoming maintenance debt.
FAQ
What operators ask before they sign.
What is the difference between RPA and agentic RPA?
Classic RPA replays recorded UI actions and breaks when the UI changes; agentic RPA describes the goal in plain language and an AI agent reasons and adapts, with a human in the loop for edge cases and a full audit trail.
Is agentic RPA safe for regulated processes?
Yes, when it has guardrails. Paperclip records every step, decision and tool call and routes edge cases to a human — which is why finance and compliance teams adopt it quickly.
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