Las Vegas, Nevada -- The MSO Symposium held its 14th annual gathering in Las Vegas on Monday, launching SEMA/AAPEX week with a full day of MSO-focused presentations on operational data artificial intelligence and market consolidation.
The one-day program was directed by executives from the MSO Symposium advisory board. The group set session direction and selected speakers while managing structured networking intervals designed to allow peer-to-peer discussion between blocks.
The agenda opened with a macro review of business conditions and competitive pressure facing multi-location operators heading into 2026. Analysts and presenters detailed how regional volume fluctuations and labour volatility continue to affect productivity and cycle time consistency.
“I really loved [the data point] about customer pay,” said Mike Anderson, president and owner of Collision Advice. “I think the data set he used was that customer pay is around 20 percent of shops' repair order count, so in my opinion collision repairers should be using that as a key performance indicator going into 2026.”
Sessions then moved to applications of artificial intelligence in estimating triage and workflow recommendations. Data-driven decision-making was a recurring theme across the mid-day programming — including real-time metric use cases benchmarking and performance modelling. Presenters also detailed current mergers and acquisitions patterns and drivers.
Afternoon technical blocks focused on scanning calibration and operational readiness as calibrations continue to shift toward a higher percentage of total repair volume. Speakers cited emerging vehicle and crash data patterns as an early indicator for repair type mix changes that may affect materials planning bay allocation and technician skill deployment.
The MSO Symposium is held annually ahead of the SEMA/AAPEX Show presented by the Automotive Service Association, positioned as a strategic orientation phase for operators before the larger exhibition floor opens on November 4.
