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AI Agent Enterprise Multi-Agent Parts Procurement & Intelligence Platform

Multi-Factor Fitment Verification Engine

Applies 6-factor weighted scoring: Year Match (25%), Model Match (35%), Engine Type (30%), OEM Status (10%). Scores 0-100 per factor producing overall compatibility score. Parts >95% marked 'direct fit', 85-95% 'compatible', 70-85% 'requires verification', <70% excluded. Generates detailed factors with explanations, warnings, installation notes, and aftermarket cross-references.

Multi-Factor Fitment Verification Engine

Problem Statement

The challenge addressed

Incompatible parts cause returns, warranty claims, and safety issues. Verification requires cross-referencing year, model, engine, trim, and OEM specifications.

Core Logic

How the agent solves it

Applies 6-factor weighted scoring: Year Match (25%), Model Match (35%), Engine Type (30%), OEM Status (10%). Scores 0-100 per factor producing overall compatibility score. Parts >95% marked 'direct fi...

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