From click path to autonomous workflow

Many important business processes still consist of clicks. Information is read from an email, entered into a portal, added to a spreadsheet and then reported to another team. Interfaces may be missing, read-only or too expensive to implement for a single process.

Browser and desktop control closes this gap. An AI-supported workflow understands the context, performs defined steps in existing applications and records the result. A personal click path becomes a repeatable, controlled process.

Program control without an API

Older specialist applications often provide no modern interface. In other cases, direct database writes would be too risky. Paulina can operate these systems through the same user interface an employee uses — field by field and click by click — without changing the target application.

This direct control remains governed. There is no open shell access, relevant actions are logged, and steps with an external effect can require explicit approval.

Automation is not the same as autonomy

A fixed automation follows a predefined sequence. An autonomous workflow can also evaluate information, recognize variants and choose the next permitted step. That flexibility needs clear boundaries:

1. Read: collect information from approved sources and interfaces.
2. Prepare: create inputs, documents or decisions as drafts.
3. Execute: change data, send messages or trigger external actions.

Reading can often happen automatically. Critical execution should remain bound to rules, approvals and a complete audit trail.

Typical use cases

• Transfer data from customer portals into ERP or Excel
• Check, classify and store email attachments
• Structure maintenance reports and create follow-up tasks
• Combine information from multiple systems into a report
• Prepare standard forms from known data
• Update documentation after a completed workflow

PaulinAI combines knowledge, rules, browser control, desktop actions and logging in a customer-specific P-App. Authorized users can launch and review the workflow directly from P-Chat, keeping knowledge, analysis and action in one central hub.