What-If Product Pricing (WPP)

Pricing teams often rely on spreadsheets and historical reports to evaluate pricing decisions, making it difficult to understand the impact of price changes on demand, revenue, margins, and inventory before implementation.

WPP is a cloud-hosted AI-powered pricing intelligence platform built on Azure OpenAI, Azure App Service, Azure SQL Database, and Azure AI Search. It enables users to simulate pricing scenarios, analyze demand elasticity, monitor competitor pricing, retrieve business insights, and generate pricing recommendations through a conversational interface.

Retail Pricing and Revenue Optimization Scenarios Supported

• AI-Powered Conversational Pricing Intelligence
• What-If Pricing Scenario Simulation
• Demand Forecasting and Price Elasticity Analysis
• Revenue, Margin, and Profit Impact Prediction
• Competitor Price Monitoring and Market Intelligence
• Product Performance and Sales Trend Analytics
• AI-Powered Pricing Recommendations
• Governance, Approval, and Pricing Policy Validation
• Executive KPI Dashboard Generation
• Role-Based User Access and Microsoft Entra ID Authentication

These capabilities enable organizations to make confident pricing decisions, maximize profitability, respond quickly to market changes, and improve pricing governance across the enterprise.

Key Highlights

• Multi-Agent AI Orchestration: A Supervisor Agent coordinates specialized agents for demand analysis, market intelligence, scenario optimization, governance validation, and pricing insights.
• What-If Pricing Simulation: Simulate pricing changes, promotions, and business constraints while measuring impact on revenue, margins, and demand.
• Demand Intelligence: Forecast demand, estimate elasticity, identify optimal price points, and support data-driven pricing decisions.
• Market Intelligence: Monitor competitor pricing, benchmark products, and identify opportunities to improve competitiveness and profitability.
• Governance and Risk Management: Validate pricing decisions against business policies using approval workflows, governance rules, and explainable AI recommendations.
• Conversational Business Intelligence: Ask pricing questions in natural language and receive AI-generated insights, recommendations, and executive summaries.
• Enterprise Security and Identity: Secure access with Microsoft Entra ID, role-based access control, Managed Identity, and Azure Key Vault.
• Operational Monitoring and Observability: Track AI performance, application health, and diagnostics using Azure Application Insights, Log Analytics, and OpenTelemetry.

Who Is the Tool For?

• Pricing Analysts: Model pricing scenarios, evaluate pricing strategies, and identify optimal price points that maximize revenue and profitability.
• Merchandising Teams: Analyze product performance, promotions, and discount strategies to improve category performance and inventory movement.
• Revenue Management Teams: Forecast financial impact, optimize pricing decisions, and monitor key pricing KPIs across product portfolios.
• Sales and Business Leaders: Track revenue trends, profitability, pricing effectiveness, and executive KPIs through AI-generated dashboards and conversational analytics.
• IT and Platform Administrators: Deploy and manage a secure, scalable AI-powered pricing platform using Azure native services, enterprise identity controls, and cloud monitoring.
• Business Decision Makers: Leverage AI-generated insights and scenario analysis to reduce pricing risks, improve pricing consistency, and accelerate strategic decision-making.

Resources

Technical Documentation: Access comprehensive guidance for prerequisites, Azure deployment, application configuration, AI model setup, database initialization, pricing data ingestion, scenario execution, and troubleshooting for the What-If Product Pricing platform.

Connect with Us

Have questions or want to explore how What-If Product Pricing (WPP) can optimize your pricing strategy and improve revenue performance? Contact us at CustomerSuccess@maqsoftware.com.