Professional verification: when AI suggests and the specialist decides
Updated
Reviewing hundreds of drone photos takes time. AI can suggest what an image shows, but a specialist must take responsibility for the conclusion used in documentation.
AI suggestions
An image model can suggest whether a point shows, for example, vegetation along a watercourse, wet ground or a change in land use. The suggestion saves time but may be wrong.
The specialist decides
Each point must be confirmed or rejected by a named specialist, with a brief explanation. This is the assessment included in the report.
Log everything
Both the suggestion and the decision are logged in the audit trail with a timestamp. This makes it possible to see later who reached which conclusion and on what basis.
When AI fails
If the model does not provide a usable answer, this must be made clear. In such cases, Freyra displays a previously saved assessment, clearly labelled, or marks the point as awaiting assessment.
Frequently asked questions
Does Freyra's AI make decisions?
No. The AI provides suggestions. A specialist confirms or rejects each point.