First, give conclusions that can be used for decision-making
The process engine is subject to preset conditions, is stable and easily audited; the RPA is simulated to be manual and deploys quickly but vulnerable to page changes; and Agent is able to plan and call tools according to context, but the output is probabilities.
What conditions need to be identified before judgement is made?
The same question may have different answers under different business, data and project phases. It is suggested that the following conditions be checked and that the common findings on the web be incorporated into their own projects.
Suggested order of advance
First, we'll be clear about the target and the border.
Dismantling judgement, data reading, system operation and approval nodes.
Validation Key Dependence
The fixed rules are handed over to the workflow, with API priority integration.
Development of assessable outcomes
The introduction of Agent is only at semantic understanding and dynamic decision-making positions.
Make sure you decide the next step with the real results.
Increase access, verification, approval and playback for high-risk actions.
How do you understand it in the actual business?
Invoice processing can be done by AI to extract mail, work stream to verify the amount, and API to write to the financial system; the old system is entered with RPA at the last step when no interface exists. The abnormal amount is still manually approved.
The easiest pit to step on.
All automation is called Agent without technical boundaries.
Stable API is still automated using a fragile interface
Allows the model to perform irreversible operations directly without approval
How should we end up receiving and confirming?
Receiving and inspection shall examine separately the accuracy of understanding, enforcement of rules, stability of interfaces or interfaces, abnormal transfers, authority and audit, and verify suspension, retesting, compensation and re-laying.
When preparing to communicate with suppliers or internal teams, it is recommended that current processes, representative samples, existing systems, planning time and budget levels be brought. First, the unknown items are clearly marked, and then the decision is made to use diagnostics, PoC, fixed-range projects or ongoing research and development, which is usually more reliable than a direct demand for a price and duration without borders.