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From the firm's own write-upReceipt no. 9050
What sucked

With a private-equity exit on the horizon, Adams Automotive needed to prove it was a scalable, technology-first platform rather than a loose collection of repair shops.

Growth depended on standardizing operations across 15 locations and getting more value out of every repair order without adding overhead.

Private equityAutomotiveOperations2–4 months
What they built

Malleable AI embedded as a fractional Chief AI Officer, rolling out Rilla AI conversation coaching for service advisors, a custom video-documentation tool for technicians, and NetSuite back-office automation across a 15-location platform.

What changed
+25% ARO

Average repair order at flagship locations in ~2 months

90% adoption

AI adoption across back-office functions

$15k/mo

Previously undetected fraud/discrepancies identified

Time to results
2–4 months
More fixes like this
Who did it
Brian Coombs
Co-founder, Malleable AI

Pulled from work they published. Pluris hasn't reviewed it yet.