CPG AI Solutions and Services

At Mosaic Data Science, we design and deploy AI and ML solutions crafted for the Consumer Packaged Goods (CPG) industry, understanding the distinct challenges and opportunities it presents. Our expertise enables CPG companies to foster innovation, boost operational efficiency, and create unmatched customer experiences. Explore how our CPG AI solutions can revolutionize your CPG operations, from supply chain optimization to advanced market trend analysis and beyond.

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AI & ML Benefits Quantified

We are delighted to showcase the enhancements our CPG clients have achieved by using Mosaic’s AI & ML Servicess. Although we keep specific data confidential and results may vary among different companies, there is a notable increase in supply chain optimization, product development efficiency, and overall market responsiveness.

Supply Chain Automation

Maximize efficiency and reduce overhead with our advanced Supply Chain Automation solutions. Tailored to streamline your inventory management and boost overall supply chain operations, our technology adapts to the dynamic CPG environment to keep you ahead of the competition.

🔄Operational Costs: Reduce by 10-25%
Fulfillment Accuracy: Increase by 35%

Trend Forecasting

Leverage our advanced Trend Forecasting tools to stay ahead in the fast-paced consumer goods market. Our AI-powered tools offer you the insights needed to make informed decisions that resonate with evolving consumer preferences and market conditions.

🔮New Product Integration: Boost 30%
📈Demand Alignment: Improve by 45%

Wholesale Analytics

Our tools help you optimize pricing strategies and distribution, leading to increased sales volumes and profitability. With precise analytics, you can effectively manage inventory levels, predict market trends, and make informed decisions that enhance your competitive edge.

📊Wholesale Volume: Boost by 10-25%
💲Profitability Margins: Increase by 5-15%

Quality Management

Our Quality Management tools ensure your products consistently meet the highest standards. By improving product quality and reducing defect rates, our solutions enhance compliance with safety standards

🔍Product Defects: Reduce by 15-30%
👁️Human Intervention: Cut by 10-20%

Neural Search

Transform your administrative processes with our Neural Search technology, designed to streamline operations and reduce processing times. By automating the management of compliance and operational documents

💼Administrative Costs: Reduce 10-25%
🌍Tariff Costs: Reduce by 10-20%

Routing Optimization

Elevate your CPG logistics with our Routing solutions, designed to optimize transportation routes and schedules efficiently. Our technology not only reduces logistics costs but also minimizes environmental impact by improving fuel efficiency.

🛣️Delivery Times: Decrease by 10-20%
⛽Fuel Consumption: Reduce by 5-15%


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

Click to learn how Mosaic Data Science is transforming CPG firms by leveraging cutting-edge AI solutions. We’re improving capabilities in product lifecycle management, predictive maintenance, consumer behavior analytics, and inventory optimization, streamlining CPG operations for sustainable growth and efficiency.

  • Supply Chain and Inventory Optimization

    Mosaic helps CPG firms adopt automation & insights as key heuristics in the process of keeping products in stock and planning for demand.
  • AI-Powered Quality Excellence

    Mosaic helps CPG firms deploy custom, scalable AI that detects product defects for global production.
  • Automating Wholesale Strategies

    Extract valuable insights from your wholesale data with powerful tools from Mosaic.
  • Consumer & Market Trends

    Use our powerful predictive analytics to understand consumer preferences, optimize product offerings, and strategically navigate market trends.

Automate & Improve Supply Chain Decisions

With insights powered by our CPG AI Solutions, you can achieve unparalleled efficiency in your supply chain and inventory management. Reduce overhead, avoid stockouts and overstocks, and ensure timely delivery to meet consumer expectations, enhancing satisfaction and loyalty.

A global player in the CPG sector came to Mosaic with a late delivery forecasting model built from historical data. The company wanted Mosaic’s expertise to transition from a statistical model – which, while useful in explaining the past, does not help predict the future – to a forward-looking predictive system that could be integrated with the company’s existing IT infrastructure.

Detect Defects on Production Lines with Computer Vision & Fine-Tuned NLP

“AI-Powered Quality Excellence” dives into the revolution AI-driven automation brings to quality management in product packaging. It discusses how AI, especially deep learning through computer vision and NLP, is crucial in detecting defects and ensuring label accuracy, thus significantly reducing operational costs and recall rates. The paper stresses the importance of partnering with experienced data scientists for tailored, effective AI solutions that lead to operational efficiency, enhanced customer satisfaction, and competitive advantage in the fast-paced consumer packaged goods industry.

Pricing and Promotional Strategies Using Precise Analytics

Discover how Mosaic Data Science’s Analytics pilot illuminated the impact of promotional strategies for a leading specialty beverage producer. By delving into sales data across different distribution channels, our analysis revealed insights on promotion effectiveness, informing strategic decisions that balanced wholesaler relationships with direct sales growth. This case study exemplifies our capability to navigate complex CPG challenges, turning data into actionable strategies that prioritize profitability and market share expansion.

Predictive Demand Analytics

Our CPG AI Solutions ensure your strategies effectively align with consumer needs, maximizing impact and driving innovation. Mosaic Data Science delivered a custom predictive analytics tool for a leading beverage company to more accurately predict correct store orders, providing efficient and intelligent results. They optimize account managers’ time in the store, allowing them to direct their focus to upselling and promotions, not on matching up orders. By closely collaborating with our clients, Mosaic delivers valuable insight into business’s most pressing problems 

Why Partner with Mosaic?

We collaborate closely with your team, aligning our CPG AI solutions with your strategic goals to meet the specific needs of your CPG business. Mosaic Data Science is more than a service provider; we are your partner in navigating the complexities of digital transformation in the CPG industry.

Demand Planning

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

Predictive Analytics for Enhanced Market Insight

Foresee market dynamics and consumer behavior to stay ahead of trends and demand.

Consumer-Driven Product Innovation

Leverage AI-driven insights for product development that meets evolving consumer expectations.

Efficiency Across the Board

From production line to point of sale, optimize every aspect of your operations with our AI solutions.

Choose Your Engagement Path

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

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 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

Redefining the Future of CPG Together

Start your path to transformation with Mosaic Data Science . Together, let’s explore the potential of CPG AI machine learning solutions to open new avenues for growth and innovation in your CPG business.

CPG AI Solutions Resource Library

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