Unified DEMAND Intelligence

AI-driven forecasting, planning, and enterprise collaboration for better business outcomes.

Demand Planning

Improve business results by leveraging a single demand signal across all functions.

Price Optimization

Simultaneously maximize margin, revenue, and unit volume with better pricing capabilities.

Inventory Optimization

Drive smarter decisions that reduce stockouts, minimize excess, and improve overall profitability.

Labor Planning

Enhance retail staffing with highly efficient, effective scheduling and planning.

Agentic AI Ecosystem

Specialized analytics agents handle various tasks (e.g., forecasting, inventory optimization) while sharing a standard configuration and demand signal framework.

Achieve Better Business Outcomes

Within the first few months of implementing Unified Demand Intelligence Parker Avery clients have realized:

FORECAST ACCURACY IMPROVEMENT

REVENUE GROWTH

INVENTORY REDUCTION

0pt

FILL RATE IMPROVEMENT

STOCK-OUT REDUCTION

Parker Avery Clients

see all clients

“The differentiation that Parker Avery brings to the table is the vast experience they’ve had developing forecasting capabilities over the last 20, 30 years.”

– VP of Analytics and Data Science, US Foods

Read the case study

Unified Demand Intelligence Success Stories

Case Study

Annual Profit Improved Through AI-Driven Retail Warranty Price Optimization

Read now

Case Study

Enterprise-Wide Planning Solution Drives Global Retailer’s Agility

Read now

Case Study

SKU-Level Forecasting Accuracy Drives Strategies for Precision and Growth

Read now

Case Study

New Promotional Offer Optimization Solution Accelerates Results

Read now

Why Choose Unified Demand Intelligence?

Splices Demand Across Hierarchies

Provides a shared and consistent understanding of demand, opportunity, risks, and constraints, as well as AI-driven insight into trends
Infuses intelligence into existing systems enabling congruent understanding and interaction
Facilitates the visibility and actionability of demand levers across all business functions
Supports dynamic slicing of the data to seamlessly view, plan, and collaborate within and across business functions in relevant KPIs
Enables ‘what-if’ scenarios to empower multiple viewpoints to be shared, discussed, and actioned

Quick Delivery of Improved Forecast

Generates a significantly improved demand forecast quicker than traditional systems

Optimal Data Quality

Advanced data hygiene processes filter data and improve data quality for superior results with less upfront time

Results-as-a-Service Model Improvements

Our RaaS includes the ongoing monitoring of model health, model experimentation and improvement, and executive updates. These updates are performed by our analytics team, primarily made up of mathematics, statistics, and engineering PhDs who keep the demand platform at the cutting edge of AI/ML technology.

Improvements are queued based on collaborative discussions with our clients.
Our analysts also focus their modeling improvement efforts on the output from diagnostic reports.
Post-implementation, our team will create a set of diagnostic alerts and reports to aid in monitoring the health of the demand signal.
Monthly executive updates provide insight into the system’s health, active and future model-improvement efforts, and demand-platform improvements.

Continuous Advanced AI and ML Enhancements

Unified Demand Intelligence is continuously enhanced through the use of the most relevant AI and ML algorithms and close partnerships with clients and academia.

Sustainable Adoption for Business Results

Implementations typically incorporate business process design and organizational change for optimal results.

Parker Avery’s expertise in merchandising, planning, omnichannel, and supply chain holistically informs enhancements to our advanced analytics platform to ensure it continues to solve real business challenges. Where needed, our team brings leading business process expertise and change management tools to ensure the adoption and sustainment of new capabilities.

Get started with Unified Demand Intelligence.

BOOK A DISCOVERY CALL