How this console works

VIC reads your installation PDFs, extracts part metadata and labor steps, and builds labor facts. Missing labor hours are estimated using web and YouTube installation evidence.

Best practices for uploads

• Use finalized installation PDFs whenever possible.
• Ensure part names and numbers appear clearly in the document.
• Replace outdated documents with updated versions.

What VIC learns from your docs

• Labor steps, motions, and complexity that influence labor hours.
• Part names, numbers, brands, and related metadata.
• Missing or unclear labor details are supplemented with web and YouTube evidence.