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5 to 7 minutes

Automation or AI project viability

Estimate savings, costs, risks, payback and confidence level for an AI use case.

Enter rough orders of magnitude. The result helps decide what to scope, not promise a guaranteed ROI.
ROI – Risk – Control matrix

Business value · ROI · data · risks · costs · dependencies · reversibility · implementation capacity.

Decision context

Describe one consistent scope, without client names or confidential data.

A role is enough; a person name is not required.

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Volumes and costs

A rough estimate is enough: tickets, cases, requests, documents, processed lines…

Use the full current time, including search, coordination and usual rework.

Include loaded salary, management, tools and indirect costs if known.

Estimate the share of tasks or time that can be assisted, not jobs removed.

Enter 100% if every output requires review; the calculation then retains a validation cost.

Use a conservative assumption, separate from the technically automatable share.

Include pilot, training, progressive rollout and confidence ramp-up.

Include scoping, integration, data preparation, security, testing and go-live.

Training, documentation, steering, quality control and validation time.

Hosting, maintenance, support, monitoring and operations; do not recount licenses entered next.

User licenses, API calls, models, connectors or tools directly related to the use case.

Avoid recounting time already valued: include only avoided errors, protected revenue or distinct measurable quality gains.

Risks and confidence

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Choose what happens next

You can generate the diagnostic anonymously. Contact details are only retained if you request email delivery or a conversation with BRAINYTECH.

This authorization is limited to delivery and does not authorize commercial follow-up.
If you request delivery or contact, the contact details you provide are used only for that purpose. Privacy (2026-09-10)
This diagnostic is indicative. It does not replace a full audit. It is used to identify a first orientation and whether deeper scoping is useful.