How AI normalization works

After upload every row goes through normalization: the model recognizes abbreviations, spelling variants, GOST/TU, steel grades and DN/PN, and maps them to the platform’s unified reference catalog. Processing runs inside the Russian perimeter.

• →Name parsing: product type, standard, size, material.
• →Reference checks: GOST, steel grades, pressures, diameters, manufacturers.
• →Categorization: the item lands in the industry catalog tree.
• →Quality control: ambiguous rows are flagged for moderation instead of being silently published.

After normalization you see the result row by row: what was recognized and what needs clarification. Any field can be edited manually before publishing.