Tool

Tool, platform or managed operation?

Adopting AI is not a single decision. There are three models, and the real difference is who does the work, who maintains the system, and what structure you carry. Answer six questions and I will tell you which one fits, without pushing you toward the most expensive.

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01What do you want from AI in this process?

Speed up my team: let people do their work faster. Run the process end to end, with occasional supervision. Contract the outcome: have the process run and someone answer for it.

02Do you have a team able to maintain agents, evaluations and integrations?

Yes: there is a product and technology function that can sustain it. Some technical capacity, but not dedicated to this. No, and I do not want to build that function.

03Is the process tied to revenue, margin or service, with a measurable outcome?

Yes: it is a core process with an outcome that gets measured. It matters, but it is not business-critical. It is a diffuse productivity gain, with no clear metric.

04How much customization do your rules and exceptions demand?

A lot: own rules and exceptions; almost nothing is standard. Moderate: configurable rules on a common base. Little: a generic assistant works for me.

05How demanding are your traceability and compliance needs?

High: I need auditable traces and compliance control. Medium: I want a record, without heavy regulatory demand. Low: it is not a requirement today.

06What relationship do you want with the technology?

Use it: a tool my people operate. Own it: I want the platform and to control it in-house. Contract the outcome: have someone else operate and maintain it.

All three answers are valid. This finder does not push anyone toward the managed operation: if a tool is the fit, that is what comes out.