The month AI quietly moved onto the line

This month, the most interesting movement in automotive AI wasn't in autonomy headlines — it was on the factory floor.

Manufacturing & Quality

Computer-vision inspection at the body-in-white stage is moving from pilot to standard practice. A European Tier-1 reported a 38% drop in escaped defects after shifting operators from scanning every panel to adjudicating only flagged frames.

Distribution & Sales

Dealer groups are quietly winning with AI lead scoring — not by chasing more leads, but by spending finite human hours on the highest-intent buyers first.

What we're watching

End-to-end learned driving generalising to new cities without per-market rule rebuilding. If it holds, it changes the economics of scaling autonomy.

Until next month, The Companion team