AI-Ready Starter Kit
Price Modeling and Margin Sensitivity
Extend your workflow outputs with AI analysis, test pricing scenarios and evaluate margin sensitivity across products
Overview
This Starter Kit helps finance and commercial teams build price models that reflect current input costs, quantify margin impact at the product and customer level, and test a full range of sensitivity scenarios systematically. Pricing outputs are connected to the planning process and competitive market data is incorporated.
In addition to core workflows, this kit includes guidance for effectively using AI tools alongside the workflows to enhance output.
What problem does it solve?
Pricing models often rely on outdated cost assumptions and simplified demand signals, limiting the ability for finance and commercial teams to evaluate margin sensitivity before implementing pricing changes.
What’s included?
- Current-Cost Price Model Updater. Updates price models with current input cost data so margin calculations reflect actual cost conditions rather than stale assumptions.
- Product and Customer Margin Impact Calculator. Calculates margin impact at the product and customer level so pricing decisions are evaluated at the granularity that matters.
- Structured Sensitivity Scenario Engine. Runs a defined range of sensitivity scenarios systematically so the full margin risk and opportunity space is understood before decisions are made.
- Price-to-Plan Integration Connector. Connects price modeling outputs to the financial planning process so pricing decisions and financial forecasts stay aligned.
- Competitive Benchmark Rate Integrator. Incorporates external market rate benchmarks into margin sensitivity analysis so competitive context is part of every pricing decision.
- Optional AI Guidance. Learn how to generate financial commentary using AI.
Extending your workflow with AI
This Starter Kit is AI-ready, meaning it’s designed to help you leverage AI tools more effectively with structured, analysis-ready data. With this Starter Kit, you can:
- Prepare high-quality, structured data ideal for LLMs
- Apply AI tools more effectively and consistently
- Combine deterministic analytics with generative AI for enhanced outputs
How it works:
- Build and run the Alteryx workflow to prepare and analyze your data
- Export structured outputs
- Use the included guidance to input results into your preferred LLM
How to use this Starter Kit?
After downloading, you’ll be redirected to our How to Use Starter Kits page for step-by-step guidance on installing, locating, and exploring Starter Kits in Alteryx.