Inputs
- Number and condition of document, spreadsheet, image, form, and system inputs
- Rules, exceptions, approvals, and human-review points
- Authentication, saved state, integrations, and reporting needs
FinTec StrategiesDecision guide
The useful question is not whether a system uses AI. It is what work must be understood, what inputs need to be reliable, and what level of review, integration, and ownership the team needs after launch.

Operators comparing a focused internal workflow with a generic tool, an automation, or a larger product build.
FinTec scopes applied AI workflow systems after reviewing the actual process, inputs, exceptions, and output—not from a model label or a one-size-fits-all price.