Skip to end of metadata
Go to start of metadata

You are viewing an old version of this page. View the current version.

Compare with Current View Page History

« Previous Version 8 Next »

LEARN MORE: Discover the latest information available on Optimization, here.

What Is Optimization

Optimization is the act of making the most effective use of a resource to get the best results.

Pricing Optimization is the process of finding the most optimal price for your products, using mathematical analysis to determine your customer’s willingness to pay, and maximizing your company’s operating profit.

The Need for Pricing Optimization

Pricing calculation is already a complex process. Adding, that you must determine the right price, most competitive in the market, value-based for your customers, and avoiding margin leakage, can be very challenging.

What could go wrong?

  • Losing customers against your competitors

  • Hard to position your products in the right market

  • Missing relevant information - data issues

  • No confidence in your current pricing strategies

  • Lack of robust demand/offer models

  • Disconnected processes

  • Unavailable advanced pricing tools

  • No visibility/traceability of customer and products performance

 Dive Deeper: The Need for Pricing Optimization

Without pricing optimization, the disadvantages of not implementing pricing calculations are extremely detrimental to your business. Here is what could happen and what this might mean for you.

Losing customers against your competitors → Without proper pricing calculations, you may not be able to offer competitive prices, leading to the loss of customers to your competitors.

Hard to position your products in the right market → Inaccurate pricing can make it difficult to position your products effectively in the market, potentially leading to missed opportunities.

Missing relevant information - data issues → Without pricing calculations, you may miss out on important data and encounter issues related to data accuracy and relevance.

No confidence in your current pricing strategies → The absence of pricing calculations can result in a lack of confidence in your current pricing strategies, leading to uncertainty and potential inefficiencies.

Lack of robust demand/offer models → Inadequate pricing calculations can lead to a lack of robust demand and offer models, making it challenging to optimize pricing based on market demand.

Disconnected processes → Without proper pricing calculations, you may experience disconnected processes, leading to inefficiencies and operational challenges.

Unavailable advanced pricing tools → The absence of pricing calculations may result in the unavailability of advanced pricing tools, limiting your ability to optimize pricing strategies.

No visibility/traceability of customer and product performance → Without pricing calculations, you may lack visibility and traceability of customer and product performance, making it difficult to make informed decisions based on performance data.

You can now understand the importance of implementing effective pricing calculations to address these issues and optimize pricing strategies.

Pricing Optimization in Pricefx

Pricefx offers a powerful tool that uses intuitive AI algorithms/logic to determine the right price for your products and customers.

  • Automated price optimization based on defined business goals and relevant user-defined constraint rules

  • Create models to segment your business and optimize pricing

  • Calculate the willingness to pay and price elasticity for segments/categories

  • Predict impacts on revenue and margin

  • Simultaneously optimize all pricing elements and price guidance - margins, promotions, list prices, etc.

  • Flexibility to change models and strategies as needed

  • Identify and recommend cross-sell and up-sell opportunities

  • Share optimized pricing and promotions in Quoting, ERP, and digital commerce platforms

  • Simulate, project, and analyze optimization results

  • Perform breakeven analysis - tracking results

 Dive Deeper: Pricing Optimization in Pricefx

Pricing optimization as done in Pricefx brings significant advantages to your business.

Automated price optimization based on defined business goals and relevant user-defined constraint rules offers several advantages for your business. Firstly, it allows for the automatic optimization of prices based on specific business objectives and user-defined constraints. This means that the pricing strategy can be aligned with the overall goals of the business, such as maximizing revenue or market share, while adhering to predefined rules and limitations.

Creating models to segment your business and optimize pricing is beneficial as it enables you to tailor pricing strategies to different customer segments or product categories. This segmentation allows for more targeted and effective pricing, taking into account the unique characteristics and preferences of each segment.

Calculating the willingness to pay and price elasticity for segments/categories provides valuable insights into customer behavior and demand. This information helps in setting optimal prices that reflect customers' willingness to pay and their responsiveness to price changes, ultimately maximizing revenue and profit.

Predicting impacts on revenue and margin allows for informed decision-making by forecasting the effects of pricing changes. It helps in understanding the potential outcomes of different pricing strategies and making adjustments to optimize performance.

Simultaneously optimizing all pricing elements and price guidance, including margins, promotions, and list prices, ensures a holistic approach to pricing strategy. This comprehensive optimization helps in maintaining healthy margins while leveraging promotions and list prices effectively.

The flexibility to change models and strategies as needed is advantageous as it allows for adaptability in response to market changes or shifts in business objectives. This agility ensures that pricing strategies remain aligned with evolving business needs and market conditions.

Identifying and recommending cross-sell and up-sell opportunities contributes to increased revenue by leveraging pricing strategies to promote additional sales of related or higher-value products or services.

Sharing optimized pricing and promotions in Quoting, ERP, and digital commerce platforms ensures consistency across sales channels and enhances the customer experience by providing accurate and competitive pricing information.

Simulating, projecting, and analyzing optimization results allows for scenario planning and informed decision-making. It provides a clear understanding of the potential outcomes of different pricing strategies, enabling proactive adjustments to optimize performance.

Performing breakeven analysis and tracking results helps in evaluating the effectiveness of pricing strategies by comparing costs and revenues. This analysis provides insights into the point at which the business becomes profitable, guiding decision-making and strategy refinement.

Overall, these capabilities enable businesses to implement data-driven, dynamic pricing strategies that are aligned with business goals, responsive to market dynamics, and tailored to customer preferences, ultimately leading to improved profitability and competitive advantage.

Optimization Key Functionality

Pricefx offers two approaches to perform your pricing optimization:

  • The Machine Learning / Segmentation modeling

  • MAAI Optimization Engine

Model Types

Model Types represent the standard logic in Pricefx that does not require any technical configuration. You can customize your own model type to set up the optimization calculation the way your business requires.

The types are used to create an optimization model based on the defined data and optimization target.

Segmentation Models

Models are scientific/rules-based and data-driven standard segmentation ways for calculating price optimization. It provides a guidance computation based on price distribution, elasticity, among other parameters. Here you can create, execute and maintain your optimization models.

Policy Records

The Policy Records is a table with the optimization records that have been approved to be used in other functional areas as a result of the optimization process, which may include the segment number, transactions number, record dates, revenue, and margin results, among others.

Optimization Engine

The Optimization Engine is an AI-based optimization technology that models the entire pricing calculation, providing transparent price guidance in a waterfall view.

The Optimization Engine results provide Dashboard visibility with all the pricing potential calculation results. It simultaneously optimizes all the Waterfall elements, per segment and considers all the business strategies and constraints.

Getting Started with Optimization

Pricefx offers a POAI Accelerator Package that supports full implementation of a standard waterfall optimization model which uses the partition data. It deploys a set of logic to tackle your pricing optimization needs.

Before the Package implementation, it is necessary to determine your company’s needs for:

  • Product segmentation

  • Customer segmentation

  • Pricing strategy

  • Price optimization

  • Pricing guidance

  • No labels