AI powered demand forecasting for retail and CPG. Improve forecast accuracy, reduce waste, and increase planning efficiency using advanced machine learning and customer centric insights.
SymphonyAI Demand Forecasting helps retailers and CPG companies improve forecast accuracy and planning efficiency using advanced AI and machine learning.
The solution analyzes large and complex data sets to generate accurate demand forecasts while accounting for seasonality, holidays, weather, promotions, and external signals. By automating model management, tuning, and maintenance, demand planners can focus on high value activities instead of manual adjustments.
Designed specifically for FMCG and grocery, the platform supports the full assortment including fresh items, new product launches, slow movers, and regular volume products. Customer centric demand forecasts leverage real time store and shopper signals to support replenishment, promotion planning, seasonal planning, and budgeting.
With a single, integrated solution, teams can reduce data silos, improve operational performance, and minimize waste, shrink, and spoilage.
Highlights
Advanced AI Demand Forecasting
Delivers highly accurate, customer-centric demand forecasts using AI that accounts for seasonality, holidays, weather, promotions, and external data, helping demand planners respond faster and plan with confidence.
Fully Managed, End-to-End Forecasting
SymphonyAI manages model production, tuning, maintenance, and delivery, eliminating manual monitoring and freeing demand planners to focus on high-value planning and decision-making.
Purpose-Built for FMCG and Grocery
Designed for complex retail assortments, including fresh, new launches, slow movers, and high-volume products, in a single unified platform that reduces data silos and improves operational performance.
AWS Marketplace now accepts line of credit payments through the PNC Vendor Finance program. This program is available to select AWS customers in the US, excluding NV, NC, ND, TN, & VT.
Pricing is based on the duration and terms of your contract with the vendor. This entitles you to a specified quantity of use for the contract duration. If you choose not to renew or replace your contract before it ends, access to these entitlements will expire.
Additional AWS infrastructure costs may apply. Use the AWS Pricing Calculator to estimate your infrastructure costs.
This listing uses a contract pricing model billed through a single dimension measured in units. You agree on a quantity of units for your contract term rather than paying per hour or by variable usage. Pricing scales with the number of units you commit to. Because there is one dimension, there are no separate tiers, instance sizes, or add-on options to compare. The demand forecasting capability predicts sales volumes to help reduce overstocks and stockouts. To match units to your deployment scope, work with the vendor to size your contract.
Top-of-mind questions for buyers
What does one "unit" represent for billing on this contract?
The listing meters cost in units, but the marketplace dimension does not define what each unit maps to physically or logically. Units may reflect deployment scope such as stores, SKUs, or forecast volume. Work with the vendor to confirm what one unit counts and how it is measured for your environment.
What is included in the demand forecasting capability I am paying for?
The product predicts sales volumes to help reduce overstocks and stockouts. It connects to your existing systems through data connectors and APIs, so you do not replace core systems. It sits on top of your infrastructure to forecast demand and support replenishment and allocation decisions.
How does my cost change if my deployment scope grows during the term?
Cost scales with the number of units you commit to for your contract term. You agree on a quantity upfront rather than paying per hour or by variable usage. To add scope, coordinate with the vendor to size and adjust the unit quantity on your contract.
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Demand Forecasting for Retail solution designed to accelerate business outcomes on AWS. Includes diagnostic, planning, and value-driven delivery with AWS best practices and clear metrics.
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