A self-hosted alternative to cloud automation tools for AI workflows
Most companies start automating with a connector tool: when something happens in one app, do something in another. Some of those tools run in the cloud, some can be installed on your own server. For linking web apps they work well. They stop working well when the job involves reading a document, making a decision, or touching a system inside your own office. That is where an AI agent platform on your own server fits.
The difference in one table
| Question | Connector tool | AI agent platform (own server) |
|---|---|---|
| What is one step? | One app → one app, fixed fields | An agent with a task: "read these invoices" |
| Can it read a PDF or scan? | Only through an extra service | Yes, into the fields you defined |
| Can it ask a person? | A chain of filters | An IF step and an Approval step |
| Reaches your office systems? | Only if installed inside your network | Yes — it runs there |
| Where does the data go? | Cloud edition: to the vendor | Local model: stays home. Cloud model: to that provider, on your key |
| What does it cost to run? | Per step, per month (cloud) | Your server + the model you choose |
| Proof afterwards? | A run log | A signed record per run; documents marked AI-made |
| Ready-made app connectors | Hundreds to thousands | A few dozen tools + a link any app can call |
| Who keeps it running? | The vendor (cloud) or you | You — installer, update button, backup script |
How to choose
Keep the connector tool when the process is "new row here → message there → line in a spreadsheet" between web apps. It will be set up in ten minutes and it is the right tool.
Move to an agent platform when the process has any of these in it:
- documents to read — invoices, contracts, scans, photos;
- a decision a person would otherwise make;
- a system that is not on the internet;
- data that must not leave the company — and then pick a local model, because a cloud model leaves the building whatever platform sends it;
- someone who may one day ask what the software did and why.
The two can also work together: an agent workflow can be started by a link, so an existing automation can hand a document over and get the result back.
Trying it
AIK Platform is such a platform: more than forty ready-made agents, IF and Approval steps, schedules, a signed record of every run, and a dropdown per agent for a cloud or a local model. You can try it for free at aikautomation.com. To have it on your own computer or server you buy a licence and we install it for you. A good first process is invoices from PDF to Excel — fifteen minutes to set up. For an installation with your first document types ready, get in touch.
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