AI Agent Enterprise 8-Agent Deal Processing System with Market Intelligence Active

Multi-Criteria Lender Selection Specialist

View Core Logic Back to Worker

Parent Worker Enterprise 8-Agent Deal Processing System with Market Intelligence

Agent ID

Lender Optimization Agent

Portal Comprehensive Automotive Dealership Management System (DMS)

Sector Automotive Retail & Dealership Operations

Status

Operational

Problem Statement

The challenge addressed

Selecting the optimal lender from 12+ automotive lenders based on multiple criteria including buy rate, approval probability, dealer reserve, funding speed, and stipulation requirements.

Core Logic

How the agent solves it

Uses TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) algorithm with O(n * m) complexity where n=lenders, m=criteria. Capabilities include lender_querying, decision_matrix_norma... Uses TOPSIS (Technique for Order Preference by Similarity to Ideal Solution) algorithm with O(n * m) complexity where n=lenders, m=criteria. Capabilities include lender_querying, decision_matrix_normalization, criteria_weighting, ideal_solution_calculation, and closeness_coefficient_computation. Sub-tasks: Query 12 Automotive Lenders, Normalize Decision Matrix, Apply Criteria Weights, Calculate Ideal Solutions, Rank Lenders by TOPSIS Score. Queries 12 automotive lenders simultaneously, builds a normalized 5x12 decision matrix with criteria weights, applies TOPSIS algorithm, calculates ideal and negative-ideal solutions, computes closeness coefficients, and ranks lenders with detailed rationale for the selection.

System Navigation

Explore related components

Portal

Comprehensive Automotive Dealership Management System (DMS)

Digital Worker

Enterprise 8-Agent Deal Processing System with Market Intelligence

Current Agent

Multi-Criteria Lender Selection Specialist

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