Oracle Retail Assortment Planning Cloud Service
Oracle Retail provides an integrated, single view of the enterprise, enabling retailers to innovate with speed and scale. With Oracle Retail Assortment Planning Cloud Service, retailers can develop authentic and loyal customer relationships by delivering the right product to the right fulfillment location.

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Oracle Retail Assortment
Planning Cloud Service
In today’s environment of intense competitive pressure, channel
blurring, and increased access to information and shopping options –
such as channel, fulfillment, and transaction methods – retailers are
finding it increasingly harder to create engaging customer-inspired and
targeted assortments that drive customer loyalty while increasing sales,
margin, and return on investment.
Research continues to show compelling assortments as a key driver of
obtaining and retaining customer loyalty. Oracle Retail’s consumer study
found that 53% of global consumers feel that new and exciting products
and assortments with personalized offers is important for them to
continue shopping with a retailer. Developing strong and new
assortments continues to be the key for retailers to compete in this
increasingly complex industry.
MAXIMIZE BUSINESS RESULTS WITH ASSORTMENT
PLANNING
In order to remain connected to customer preferences and deliver desired
assortments at a fast fashion pace, investment in modern planning applications is
required. Oracle Retail provides an integrated, single view of the enterprise, enabling
retailers to innovate with speed and scale. With Oracle Retail Assortment Planning
Cloud Service, retailers can develop authentic and loyal customer relationships by
delivering the right product to the right fulfillment location.
Assortment Planning provides retailers with a visual, end-to-end workflow to define
and execute local market assortments, improve the conversion of traffic into sales,
and increase customer satisfaction. This is done while increasing gross margin and
return on investment through item-level visibility and the ability to plan and manage
this complexity in a user-friendly and cost-reducing manner.
OPTIMIZE ASSORTMENT STRATEGY AND CREATION
Oracle Retail Assortment Planning leverages embedded artificial intelligence
science and automation to provide an effective assortment strategy to maximize
return on inventory investment. By factoring in last year or last assortment trends
and attribute mix, style-color performance by location, and one-off and special
buys, this solution provides a recommended rate of sale and target options count
for merchants and planners to utilize as a benchmark as they work with design
teams and go to market.
Demand transference logic leverages artificial intelligence to forecast the effect on
sales of all the items in the assortment when items are added, removed, or
Key Benefits
Solves the industry’s need for a
smart, yet simple assortment
strategy and lifecycle management
tool to deliver compelling fast
fashion assortments
Reduces categories without
sacrificing revenue
Improves margins and sell-through
Improves accurate demand across
the life-cycle of the assortment
Reduces markdowns and increases
profits
Maximizes return on inventory
investment
Provides decision support and
continuous visibility into sales,
inventory, and profits
https://www.oracle.com/industries/retail/research/consumer-research/ https://www.oracle.com/industries/retail/planning-optimization/products/ https://www.oracle.com/industries/retail/planning-optimization/products/
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swapped from the assortment. Demand transference enables the planner to try
out several different assortments to find one that best meets the goals of the
assortment. Demand transference uses the item similarity score, assortment
elasticity, and attribute weights as key drivers to determine the profitable items.
The inclusion of sophisticated and intelligent logic allows retailers to complete
their assortments quickly and effectively – allowing for more time for collaboration
to develop creative innovation to increase in-store and online traffic growth.
Coupled with a visual plan view and capabilities and a simplified business process,
retailers are able to effectively make informed decisions when creating an optimal
assortment while understanding the overall impact that it will have on the floor set
and customer experience.
REACT TO IN-SEASON TRENDS AND OPPORTUNITIES
Oracle Retail Assortment Planning Cloud Service’s in-season business process
provides planners with the ability to quickly and effectively react to season and to-
date actuals and trends with exception management. With one complete version of
the truth through a common business process and calculations and smart starting
points, planners are able to easily review and update sales, promotions, and
markdown plans.
The solution also helps retailers to anticipate and proactively manage exceptions
through standard real-time alerts and an interactive user-tailored exceptions
dashboard, to ultimately highlight and focus a planner’s attention on key areas. The
solution supports the entire lifecycle of an item, within the context of the sales,
inventory, and keep/add/drop assortment planning decisions to derive an ideal exit
and carryover strategy.
ORACLE CLOUD INFRASTRUCTURE
All Oracle Retail Analytics and Planning cloud services are deployed as cloud-native
Software-as-a-Service solutions within Oracle Cloud Infrastructure (OCI) upon
Oracle’s Autonomous Data Warehouse, and are based upon an architecture and
technology stack that is optimally engineered for rapid, low-cost deployments and
exceptional performance and scalability, and the highest levels of system availability
and security - from storage to scorecard.
ORACLE RETAIL AI FOUNDATION
Core retail AI and machine learning (ML) powers all Oracle Retail Analytics and
Planning cloud services. For example:
Forecasting Engine - Provide an intelligent starting point for your planners, increasing
automation and accuracy. Move to a more touchless and exception management
planning process.
Customer Segmentation - Group customers based on attributes, behaviors, and
transactions to tailor offers, pricing, and assortments accordingly, incorporating
previously hidden patterns in your data.
Advanced Clustering - Cluster your stores based upon traditional approaches of
volume, square footage, region, etc., or leverage machine learning techniques to cluster
stores based upon similar selling patterns, truly creating a customer-centric assortment.
Profile Science - Determine the best size ratio for your buys by understanding the true
demand of your sizes while considering stock-outs.
Features
Create and define assortment
strategies based on trend and
customer and attribute preferences.
Increase profits with proactive in-
season item management and
exception-driven processes.
Simplify decision-making through
embedded AI, and predictive
assortment recommendations.
View planned assortments, just as
customers would experience in-
store.
Increase accuracy and reduce
markdowns through reconciliation
of bottom-up item plans to top-
down financial plans, preventing
overstock experiences in-store.
Increase return on investment with
weekly receipt flow visibility
Embedded Retail AI Foundation,
powering Oracle Retail Demand
Forecasting Cloud Service with:
o Forecasting Engine
o Customer Segmentation
o Advanced Clustering
o Profile Science
o Attribute Extraction &
Binning
o Customer Decision Trees
o Demand Transference
o Affinity Analysis
o Innovation Workbench
Further extensibility with:
o Oracle Retail Home
o Oracle Analytics
o Oracle Application Express
o Oracle REST Data Services
o Oracle Machine Learning
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Attribute Extraction and Binning - Extract item attributes from free-form descriptions,
correcting short forms, misspellings, and other inconsistencies, and apply them to
Demand Transference, Customer Decision Trees, Advanced Clustering, and more.
Customer Decision Trees - Understand how your customers are shopping your
assortments to drive attribute-based alternate hierarchies and effectively plan your
assortment the way your customer shops.
Demand Transference - Understand how unique your items are and the incremental
revenue that item brings to determine the most optimal assortment for your customer.
Affinity Analysis - Determine how items interact with each other to drive a more
effective promotional strategy within your financial planning process.
Innovation Workbench - Leverage open source along with your data science team to
create your own AI and ML models. Utilize the language of your choice with
Jupyter/Zeppelin notebooks.
ORACLE RETAIL HOME
Oracle Retail Home is a single access point, to simplify a user’s interactions with the
data and applications that are most relevant to their roles, and to better empower them
to anticipate informed
actions, and to inspire
engagement.
Based on a robust and
flexible portal
framework, Retail Home
is intended first to
provide timely and role-
specific high-level
insights, and second to
enable selectively
drilling into relevant
applications for more
details.
ORACLE ANALYTICS
Oracle Analytics can be used to generate and consume analytics from Oracle Retail AI
Foundation data, and in turn can also surface dashboards to Oracle Retail Home.
Oracle Analytics is a comprehensive platform that parlays data into information to
provide business insights, federating a broad array of features to suit business users,
power users and data scientists:
Governed Self-Service Augmented
Corporate Dashboards Data Preparation Natural Language Processing
Pixel Perfect Report Data Visualization Voice and Chatbot
Semantic Models Storytelling Data Enrichment
Role-based Access Control Sharing and Collaboration One-Click “Explain”
Query Federation Mobile Apps Adaptive Personalization
The Oracle Retail Analytics and
Planning family of cloud services
includes:
Oracle Retail AI Foundation
Oracle Retail Insights
Oracle Retail Assortment and Space
Optimization
Oracle Retail Promotion and
Markdown Optimization
Oracle Retail Offer Optimization
Oracle Retail Merchandise Financial
Planning
Oracle Retail Assortment Planning
Oracle Retail Demand Forecasting
Oracle Retail Inventory Optimization
https://video.oracle.com/detail/video/5828487828001
Beyond the extensibility afforded by the Oracle Retail AI Foundation’s Innovation
Workbench, Oracle Analytics, and Oracle Retail Home, also included are Oracle Data
Store, Oracle APEX, and Oracle REST Data Services.
ORACLE DATA STORE AND APPLICATION EXPRESS
Oracle Retail Data Store can supply data for Oracle Application Express (APEX) apps
and Oracle REST Data Services, which both are included. APEX is a low-code
development platform that enables you to build scalable, secure enterprise apps with
world-class features that can be deployed anywhere.
Developers can quickly develop and deploy compelling apps that solve real problems
and provide immediate value using APEX. You won't need to be an expert in a vast
array of technologies to deliver sophisticated solutions. Focus on solving the problem
and let APEX take care of the rest.
ORACLE REST DATA SERVICES
Oracle REST Data Services bridges HTTPS and your Oracle Database, providing,
among other things, a REST API, SQL Developer Web, a PL/SQL Gateway, SODA for
REST, and the ability to publish RESTful Web Services for interacting with the data and
stored procedures in your Oracle Database.
ORACLE MACHINE LEARNING
Oracle Machine Learning supports data exploration, preparation, and machine
learning modeling at scale using SQL, R, Python, REST, AutoML, and no-code
interfaces. It includes more than 30 high-performance in-database algorithms
producing models for immediate use in applications.
By keeping data inside the database, organizations can simplify their overall
architecture and maintain data synchronization and security. It enables data scientists
and other data professionals to build models quickly by simplifying and automating
key elements of the machine learning lifecycle.
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