INDUSTRY

AI Retail Solutions and Services

At Mosaic Data Science, we are at the forefront of providing AI retail solutions that cater specifically to the unique challenges and opportunities within the retail industry. Our expertise in AI and ML equips retail businesses with the tools needed to foster innovation, amplify operational efficiency, and create unmatched customer experiences. Discover the transformative potential of our AI retail solutions for every facet of your retail operations, from predictive analytics to personalized customer interactions and everything in between.

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Trusted by Retail Leaders

INTEGRATIONS

Decisions Made Better With Mosaic’s AI Retail Solutions & Services

Click to discover how Mosaic Data Science has revolutionized retail firms by embracing cutting-edge AI solutions, enhancing customer segmentation, demand forecasting, logistics support, pricing, and streamlining retail operations for growth and efficiency.

Demand-Driven Supply Chain

Mosaic uses AI to combine historical and real-time data, to identify patterns that traditional forecasting would have missed, layering optimization to prescribe inventory decisions.
Customer Behavior Prediction

Utilize our advanced AI modeling to anticipate customer needs, tailor marketing efforts, and boost customer loyalty and retention, ensuring your strategies resonate with target audiences for maximized engagement and sales.
Pricing Automation

Mosaic fuses several dynamic data sources to build actionable enterprise AI pricing systems.
Tariff GPT

The ability to automate the tariff classification analysis and selection process harbors the possibility for significant cost savings for both the broker and the customer.

Inventory and Supply Chain Optimization

Optimize your inventory levels and supply chain operations with AI-driven insights, reducing costs and ensuring products are in the right place at the right time, enhancing customer satisfaction and operational efficiency.

Mosaic brought cutting-edge techniques from machine learning, predictive analytics, and data engineering to help a global retailer optimize their merchant buying decisions. The client now better understands their apparel and footwear demand, allowing them to make decisions that decrease stockouts, reduce end-of-season markdowns, and increase revenues at the item level.

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Customer Churn Predictions powered by Machine Learning

Mosaic’s client, a leader in the retail energy industry, had seen a sharp rise in customer attrition. Recognizing the implications to their business in having to win new customers at a steep cost, they wanted to prevent further customer loss by learning why customers were terminating service. They turned to Mosaic, a trusted partner who had helped them identify regions to successfully target new customers using unsupervised learning techniques.

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Maximize Revenue with Custom Artificial Intelligence Pricing Tools

Leverage AI to dynamically optimize pricing, promotions, and product placement, ensuring that your marketing and merchandising strategies are not only effective but also maximize revenue and profit margins.

In partnering with Mosaic’s hands-on, expert team of data scientists, our global retail client was able to achieve reliable estimates of how their pricing decisions will impact demand, empowering them to begin optimizing and standardizing pricing across the business to maximize returns. The models also helped the retailer save dozens of hours in manpower by trading outdated, legacy tools for powerful, accurate results.

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Automating Tariff Assignments with NLP

Mosaic helped a North American provider of trade consulting and international freight forwarding services evaluate and improve an NLP solution that automates the tariff classification process, saving valuable resources and reducing risk while improving the customer experience.

Mosaic leveraged the company’s existing customer data to design and evaluate a series of supervised learning models that successfully automated the tariff application process, delivered accurate recommendations for chapters and sections, and reduced the time and resources spent coming through classifications.

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Why Partner with Mosaic?

Our collaborative ethos means we integrate closely with your team, ensuring our AI retail solutions align seamlessly with your business objectives. Mosaic Data Science stands as your strategic partner, steering you through the digital retail transformation.

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ML-Driven Demand Sensing

Use AI Retail Solutions to anticipate market trends and customer demands, optimizing inventory management and minimizing waste.

Personalized Customer Engagement

Elevate customer experiences with bespoke offers and recommendations, bolstering loyalty and driving sales.

Intelligent Pricing

Harness the power of AI Retail Solutions to dynamically adjust prices based on real-time market data, competitor pricing, and customer demand insights. This strategic approach ensures competitiveness, maximizes profit margins and responds agilely to market changes.

Operational Efficiency

Refine operations from the back office to the sales floor with AI-optimized logistics and staffing strategies.

Choose Your Engagement Path

Mosaic offers services and tools that we tailor to AI retail solutions.

ServicesTools

Explainable AI & BIas Auditing

As AI models become more complex, their decision-making processes can appear opaque. Explainable AI (XAI) is the key to unlocking the “black box” of AI systems, providing transparency and insights.

Model Evaluation & MLOps
Bias Auditing
AI Safety Framework Development
Deployment of Explainable Models Builds Trust in AI System

Rent A Data Scientist™

Mosaic helps customers fight the AI & machine learning talent shortage by providing quick, flexible access to our North American-based data scientists, who remain committed to your projects, avoiding attrition for higher-paying roles.

Access To Award Winning Data Science
Resource Flexibility Based On Development Cycles
Neutral Third-Party Innovation
AI/ML Tool Documentation & User Guides – No More Black Boxes

Project ID & Execution

Our AI and ML project support engagement model ensures that we scope out targeted use cases and build custom AI/ML models that deliver precise predictions and prescriptions tailored to your unique needs.

IP Ownership For Future Growth
Knowledge Transfer For Empowered Teams
Custom Source Code for Competitive Advantage
Post-Deployment Support

Decision Dynamics

From operational enhancements to strategic decision support, our Data-Driven Decision Dynamics service is about crafting tailor-made software that aligns with your goals, optimizes decisions, and propels your business forward.

Tailored Process Optimization
Combines Premier Agile Development with Cutting-Edge AI & ML
Engineers Custom Tools for Enhanced Accuracy & Speed
Data-Driven Strategy for Sustainable Business Growth

Neural Search Engine

Our Neural Search Engine is not just another search tool; it’s an intelligent solution crafted from years of data science expertise. Unlike off-the-shelf products, our engine is customized to align with your unique data landscapes, offering unparalleled accuracy in document retrieval.

Instant, Accurate Answers from Your Data
LLM-Powered Insights for Every Business
Named Top Insight Engine Of 2024 By CIO Review
Secure & Scale Your AI Search
Democratize Insights

Mosaic.Deploy

Mosaic.deploy is a comprehensive MLOps framework and platform designed to streamline the entire lifecycle of machine learning models—from development and testing to deployment and monitoring. Fast-track your ML development.

Rapid Deployment
Cloud Integration
Sustainable MLOps
Post-Deployment Support
Cost-Effective & Scalable

Transforming Retail with Tailored Solutions & Services

Embark on a journey of transformation with Mosaic Data Science . Together, we will unlock new retail possibilities and redefine the future of your business.

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AI Retail Solutions Resource Library

Top LLM Applications for Modern Business

AI and LLMs are not just a technological leap; they’re a strategic imperative. By embracing this evolution, businesses gain a distinct advantage—staying ahead of the competition, enhancing stakeholder experiences, and optimizing both time and costs. In this white paper, we explore our top LLM business applications.Read More →

IoT Machine Learning Modeling for Product Development

A hospitality technology disruptor was developing a new sensor suite to detect when a guest was smoking inside a property and distinguish it from approved activities such as cooking. They engaged Mosaic to build time series classification models to identify and alert on smoking events from the streaming sensor data.Read More →

Maximizing Revenue With Machine Learning for Retail Pricing

Mosaic helped a nationwide retailer model the price elasticity of demand across their product catalog, empowering them to optimize prices and maximize SKU revenue.Read More →

Designing & Deploying Practical Advanced Graph Analytics Solutions

Given a set of nodes & connections, which can abstract anything from transportation networks, connections between customers, knowledge graphs, or molecular structures to computer data, graph analytics provide a helpful tool to quantify & simplify the many moving parts of dynamic systems.Read More →

Market & Competitive Intelligence Powered by NLP using Social Data

Summary Our white paper explores the processes and opportunities presented by NLP for social media in extracting valuable data to drive improved operational and strategic decisions for R&D efforts. Natural language processing (NLP) is one of the most promising social media data processing avenues. It is a scientific challenge to […]Read More →

Geospatial Data Analysis for Machine Learning-based Customer Clustering

Both descriptive analytics and machine learning models can benefit greatly from using geographic data analysis to solve segmentation use cases.Read More →

Making Sense of Natural Language Processing: Q&A With Alex Tennant, Senior Data Scientist

We sat down with Senior Data Scientist Alex Tennant for his perspective on the opportunities and complexities of NLP and how Mosaic is paving the way for the consistent evolution of this powerful technology.Read More →

Automating Call Center Insight Extraction with NLP | Going beyond Sentiment Analysis

Mosaic used NLP algorithms to automatically extract various insights about people calling into a customer call center. We created a process to identify at-risk customers that called the previous day based on the transcript of the call.Read More →

How Deep Learning Facilitates Automation & Innovation and When to Use It

In our whitepaper, Mosaic explores deep learning , including when to use deep learning over machine learning using practical examples.Read More →

Summarizing Text with Artificial Intelligence

Text data presents a tremendous opportunity to benefit all stakeholders of an organization – investors, employees, processes, and the all-important customer – if the organization can find a way to sift through this data in an automated way to extract key information and solve specific challenges. In that case, they could learn about their firm and... Read More →

How AI Fuels Digital Transformation

Operating in today’s conditions requires creative thinking, agile decision making and embracing change. AI & Digital Transformation can support all these disciplines.Read More →

Improving eCommerce Internet Search with AI

Filtering search results is an essential part of any eCommerce website. Can you remember the last time you shopped online without filtering on product attributes such as color, size, brand, etc. Additionally, rich product attributes are critical to Google SEO which drives traffic and website sales.Read More →

Customer Churn Risk Scoring using Machine Learning

Mosaic designed and deployed a custom machine learning model to help this retail energy company predict customer churn and inform a geographic growth strategy.Read More →

Loading Dock Staffing Optimization

Decision processes in support of jobs that either cannot be or are very difficult to automate are frequently overlooked by out of the box software providers. One such process is the creation of optimal staffing plans for outbound teams loading cartons onto trucks.Read More →

Automated Cooking Prediction & Optimizer | Deep RL

Mosaic built an automated cooking prediction & optimizer using deep reinforcement learning to improve short term cooking operations.Read More →

Loyalty Program Discounting

Executives thought they could drive even more gasoline sales through further discounting to their members. They needed to measure if dropping the price per gallon drove more sales volume, validating their beliefs. Instead of relying on ‘tribal’ knowledge.Read More →

Expanding Statistical Hypothesis Testing

If a decision maker is only relying on their ‘gut’, they are not only behind the times, but at high risk of losing competitive advantage, customers and market share.Read More →

Moving Fast & Deploying Predictive Analytics

Working in conjunction with subject matter experts, data scientists can swiftly apply statistical tools and uncover emerging trends. This is extremely valuable for companies trying to operate in a disruption. Not only will executives have an accurate representation of their present situation, but new products & services can be devised from these insights.Read More →

Combat Supply Chain Disruptions with Data Science

Global external shocks are going to continue to happen, that is a fact of operating a business in today’s environment. As companies embrace data science in their decision-making processes, they are better positioned to deal with these disruptions, allowing them to manage a risk-optimized supply chain.Read More →

Price Optimization for Major Clearance Sales

A leading clothing manufacturer distributor and retailer of clothing realized they needed to fortify their pricing decisions with machine learning insights.Read More →

Predictive Retail Pricing

Retail executives need to think more like tech companies, using AI and machine learning not to just predict how to stock and staff their stores, but also to dynamically recommend products and set prices at the individual consumer level.Read More →

Demand Sensing & Predictive Inventory Planning

Meeting customer expectations is more difficult than ever, more and more of market share goes to companies who are able to perceive needs rather than react. Whether e-tailing or selling in brick-n-mortar stores, inventory planning is a promising area for predictive analytics,Read More →

AI Retail Solutions and Services

Trusted by Retail Leaders

INTEGRATIONS

Click to discover how Mosaic Data Science has revolutionized retail firms by embracing cutting-edge AI solutions, enhancing customer segmentation, demand forecasting, logistics support, pricing, and streamlining retail operations for growth and efficiency.

Demand-Driven Supply Chain Mosaic uses AI to combine historical and real-time data, to identify patterns that traditional forecasting would have missed, layering optimization to prescribe inventory decisions.

Customer Behavior Prediction Utilize our advanced AI modeling to anticipate customer needs, tailor marketing efforts, and boost customer loyalty and retention, ensuring your strategies resonate with target audiences for maximized engagement and sales​.

Pricing AutomationMosaic fuses several dynamic data sources to build actionable enterprise AI pricing systems.

Tariff GPT The ability to automate the tariff classification analysis and selection process harbors the possibility for significant cost savings for both the broker and the customer.

Inventory and Supply Chain Optimization

Customer Churn Predictions powered by Machine Learning

Maximize Revenue with Custom Artificial Intelligence Pricing Tools

Automating Tariff Assignments with NLP

Why Partner with Mosaic?

ML-Driven Demand Sensing

Personalized Customer Engagement

Intelligent Pricing

Operational Efficiency

Choose Your Engagement Path

Explainable AI & BIas Auditing

Rent A Data Scientist™

Project ID & Execution

Decision Dynamics

Neural Search Engine

Mosaic.Deploy

Transforming Retail with Tailored Solutions & Services

AI Retail Solutions Resource Library

Download the AI Retail Solutions One Pager

Have questions? Schedule a meeting below

Demand-Driven Supply Chain

Mosaic uses AI to combine historical and real-time data, to identify patterns that traditional forecasting would have missed, layering optimization to prescribe inventory decisions.

Customer Behavior Prediction

Utilize our advanced AI modeling to anticipate customer needs, tailor marketing efforts, and boost customer loyalty and retention, ensuring your strategies resonate with target audiences for maximized engagement and sales.

Pricing Automation

Mosaic fuses several dynamic data sources to build actionable enterprise AI pricing systems.

Tariff GPT

The ability to automate the tariff classification analysis and selection process harbors the possibility for significant cost savings for both the broker and the customer.