Oracle Retail AI Foundation
The Oracle Retail AI Foundation is common to the unified Oracle Retail Analytics and Planning family, harnessing the retail industry’s best analytical minds, technology, and data to power each decision therein.

1 DATASHEET | Oracle Retail AI Foundation Cloud Service | Version 1.00
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Oracle Retail AI Foundation Cloud Service
These days competing in retail often means competing in retail analytics,
retail artificial intelligence, (AI) and machine learning (ML).
AI and ML employ the more advanced analytics – the predictive (what will
happen) and the prescriptive (what actions are recommended). It is
imperative that retail AI and ML be ubiquitous in retail decision making,
whether those decisions tie to assortments, offers, inventory placement,
forecasts, plans, pricing, etc.
ORACLE RETAIL AI FOUNDATION
The Oracle Retail AI Foundation is common to the unified Oracle Retail Analytics and
Planning family, harnessing the retail industry’s best analytical minds, technology,
and data to power each decision therein.
Drawing upon the data consolidation and extensibility of the Oracle Retail Data Store,
the AI Foundation models operational data and applies statistical algorithms that
identify the patterns informing its predictive and prescriptive analytics.
The AI Foundation is highly-configurable and can be tuned to reflect a retailer’s
unique business model and objectives and, in the spirit of machine learning, is
constantly improving, regardless of the level of user assistance. It offers a flexible,
consumption-based subscription model, supporting the levels of storage and
computing that each retailer uniquely requires.
ORACLE RETAIL 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. It is based upon an architecture and
technology stack optimally engineered for rapid, low-cost deployments and
exceptional performance and scalability, with the highest system availability and
security levels - from storage to scorecard.
Key Benefits:
Core retail AI and ML to
power retail decision
making across planning,
buying, moving, and
selling teams
Ability to orchestrate
strategic retail decisions
across teams with one
consolidated, end-to-end
view of retail data
An embedded analytics
toolset that enables
users to consume retail
AI and ML; however, they
prefer
Retail innovation through
extensibility
Rapid, lower-cost SaaS
deployments while
enjoying the
performance and
security of the Oracle
Cloud Infrastructure
2 DATASHEET | Oracle Retail AI Foundation Cloud Service | Version 1.00
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ORACLE RETAIL AI FOUNDATION CORE AREAS
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.
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 users’ interactions with the
data and applications that are most relevant to their roles and empowers them to
anticipate informed actions and 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.
Key Features
Forecasting Engine
Customer
Segmentation
Advanced
Clustering
Profile Science
Attribute Extraction
and Binning
Customer Decision
Trees
Demand
Transference
Affinity Analysis
Innovation
Workbench
Oracle Retail Home
Oracle Analytics
Oracle Application
Express
Oracle REST Data
Services
Oracle Machine
Learning
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3 DATASHEET | Oracle Retail AI Foundation Cloud Service | Version 1.00
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ORACLE ANALYTICS
Oracle Analytics can be used to generate and consume analytics from Oracle Retail
AI Foundation data. It 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
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.
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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.
The Oracle Retail Analytics and
Planning family of cloud
services include:
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
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