When the AI gets a cell wrong, or your judgement differs from it, you can now fix the value in the grid instead of re-writing the column prompt or exporting to Excel. Double-click a cell, or open its popover and click the pencil, and you get an editor matched to the column type: free text, a number, a date, a yes/no toggle, or the defined options for a list column.

Corrected cells stay legible at a glance. A blue pencil marks a cell you edited, a green tick marks one you confirmed without changing (saving a value as-is records it as verified, which is what a compliance sign-off actually needs). The popover shows who changed it and when, keeps the AI’s original value and its reasoning underneath, and offers Revert to AI value if you change your mind.
Your corrections hold. Re-running a column skips cells that have been edited, so a fresh analysis never quietly overwrites your work, and computed status columns and exports consume the corrected value rather than the superseded one. If the column definition changes after you reviewed a cell, the cell tells you so and asks you to review it again.

















































