Intelligence Engine

Encoded Once.
Applied Identically.
Every Claim.

ArbLogix turns the full NAAA policy into living decision logic — so outcomes stop depending on which arbitrator picks up the file, and the system sharpens with every Manheim transaction.

01

Policy as Code

Every NAAA rule — sale lights, arbitration windows, the $800 threshold, Appendix I, structural damage standards, flood policy, PSI requirements, disclosure obligations — encoded as executable decision logic. Not a PDF someone has to interpret. Not a judgment call. A system that applies the policy identically every time, removing arbitrator subjectivity from the outcome entirely.

02

Consistent Outcomes at Scale

Whether a claim is filed at Manheim Philadelphia or Manheim Los Angeles, ArbLogix returns the same determination for the same fact pattern. Claim volume becomes predictable. Dispute outcomes become defensible. And Manheim's arbitration team stops absorbing the cost of inconsistency — because inconsistency is eliminated by design.

03

A System That Learns

With access to Manheim's historical transaction and arbitration data, ArbLogix folds every past outcome into its model — seller misrepresentation patterns, CR accuracy rates, claim frequency by vehicle segment, which conditions correlate with post-sale failure. The longer it operates inside Manheim, the smarter it becomes. Pilot data becomes production intelligence. Production intelligence becomes a competitive moat that no static rules engine can replicate.

ArbLogix + LaneAssure: The Full Stack

ArbLogix is the arbitration intelligence layer. LaneAssure is the warranty product it powers. Together they close the loop: ArbLogix determines what's arbitrable, prices the risk at point of sale, and adjudicates every LaneAssure claim against the PSI baseline. Every PSI ordered through Manheim adds to the training set. Every claim outcome sharpens the model. Every seller pattern identified improves pricing accuracy on the next transaction. Pilot data becomes production intelligence. Production intelligence becomes a system that makes Manheim's entire arbitration operation smarter — not just for LaneAssure claims, but for the platform as a whole.