The latest JD Power Initial Quality Study presents a surprisingly positive outlook on short term mechanical vehicle quality, but software remains a distinct vulnerability. While overall problems per hundred vehicles dropped, infotainment issues increased across major automakers. This continued slide in software performance is a troubling indicator as executives push toward fully software defined vehicles. We explore the statistical noise in these findings and what this means

The automotive repair industry is facing compound skimpflation: rising sticker prices paired with plummeting service quality. While official data shows repair costs climbing 4.3 times faster than in the previous decade, many shops are "liquidating value" to survive. From the "parts cannon" approach to the technological tax of closed software, the traditional model is breaking. The Car Conservatory prioritizes stewardship over throughput to restore genuine value.