# AI Automation & RPA

> AI automation is the practice of handing repetitive, rules-and-judgment business processes — document intake, data entry, invoicing, follow-ups, reconciliation — to software that reads, decides, and acts, combining robotic process automation (RPA) for the deterministic steps with AI for the parts that need reading and judgment.

_Source: https://plenaura.com/services/ai-automation · Last updated: 2026-06-03 · Plenaura_

**Outcome:** The repetitive work that quietly consumes your team's hours runs on its own — accurately, around the clock — with people freed for the judgment calls that actually need them.

## What you get

- A mapped, automated workflow for a high-volume process — built to run end to end
- RPA for the deterministic steps, AI for the reading-and-judgment steps, in one system
- A human-in-the-loop review queue so exceptions get a person, not a silent failure
- Integration with the tools you already run — not another disconnected dashboard
- The full workflow handed over — you own it, with no per-seat automation fees

## This is for you if

- Your team spends its day rekeying data between systems that don't talk
- Invoices, forms, or documents pile up waiting for manual handling
- You've hit the ceiling of Zapier/n8n and need real reading-and-judgment logic
- You want to grow volume without growing headcount in the same proportion

## FAQ

### What's the difference between RPA and AI automation?

RPA follows fixed rules — click here, copy this field, paste it there — and is perfect when a process never varies. AI automation adds the ability to read messy inputs (an emailed PDF, a free-text form, a photo) and make judgment calls. We combine both: RPA for the deterministic steps, AI for the steps that need understanding, so you're not forced to choose.

### How do you make sure the automation doesn't make mistakes at scale?

The system handles the confident cases automatically and routes anything uncertain to a human review queue — so a person sees the edge cases instead of the automation silently getting them wrong. You set the confidence threshold. As the system proves itself on your data, you can widen what it handles unattended.

### Isn't this just Zapier or n8n?

For simple, connector-to-connector tasks, an off-the-shelf tool like Zapier or n8n may be all you need — and we'll tell you when it is. We build the layer above that: processes that require reading unstructured documents, making judgment calls, or logic those tools can't express — running on infrastructure you own rather than a per-task subscription.

### Do we own the automation, or rent it?

You own it. The workflow runs on your infrastructure with the full source handed over — no per-seat automation licences, no platform that holds your process hostage. If you ever part ways with us, your automation keeps running.