When a dedicated agent solution makes sense.
A general assistant can draft text and answer questions. A business process asks for more: approved sources, limited rights, reviewable results and a defined way to handle exceptions. That is where the decision for or against a custom agent begins.
Praetorian Digital OÜ · Tallinn, Estonia
Editorial responsibility: Praetorian Digital OÜ
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Start with the process.
An agent idea is not enough. The recurring task, owner, involved systems and expected result need to be clear. A good candidate has a recognisable input, a defined output and cases where a person must take over.
When a standard tool falls short.
A custom solution may be appropriate when internal knowledge must be combined across sources, outputs follow organisation-specific formats or the agent needs controlled access to business systems. Permission design, logging and approvals can also make a general assistant unsuitable.
Five questions before development.
- 1.
Which role does the agent perform?
- 2.
Which sources and tools may it use?
- 3.
Which actions are prohibited?
- 4.
How is a usable result recognized?
- 5.
When does a person review or take over?
When conventional automation is the better choice.
If inputs, rules and exceptions can be described reliably, a deterministic workflow is often easier to test and operate. An available model is not a reason to add an agent.
Test with real cases.
A bounded pilot reveals missing information, common failures and weak handovers. Only then should the role expand. This provides a sound basis for judging value and operating effort.
Have a recurring process but no finished agent idea? The Agent Discovery checks whether a custom agent, agentic automation or a simpler solution fits.