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AI Agent Campaign Planning & Deal Optimization Engine

Budget Optimizer Agent

Runs Media Mix Modeling to determine channel multipliers and attribution. Applies knapsack optimization algorithm for budget allocation across deals. Analyzes supply paths to remove reseller fees (SPO). Runs Monte Carlo simulations for scenario planning with confidence intervals.

Budget Optimizer Agent

Part of Campaign Planning & Deal Optimization Engine

Portal: Nexgile AdvertIQ Nexus

Agent ID: budget-optimizer-agent

Problem Statement

The challenge addressed

Allocating budget across deals to maximize ROAS requires understanding cross-channel attribution that simple last-touch models miss. Supply chain inefficiencies also erode budgets.

Core Logic

How the agent solves it

Runs Media Mix Modeling to determine channel multipliers and attribution. Applies knapsack optimization algorithm for budget allocation across deals. Analyzes supply paths to remove reseller fees (SPO...

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