Enterprise AI Consulting Services for Forward-Thinking Firms

From our early days in 2004, ahead of AI reshaping industries worldwide, Mosaic Data Science has been at the forefront, advancing the AI revolution in partnership with our clients. Recognized as a leading provider of Enterprise AI Consulting Services by CIO Review, Mosaic is dedicated to offering bespoke, data-informed, and innovative solutions. Our services are designed to elevate your organization, sharpening your competitive advantage in the ever-evolving digital era.

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the Mosaic Advantage

At Mosaic, we understand that the essence of AI is not just in algorithms but in unlocking new pathways to business value. Our team of data scientists and engineers specializes in turning complex, data-intensive challenges into streamlined, solutions that drive growth, enhance operational efficiency, and foster innovation.

Our expertise spans a spectrum of disciplines, from optimization and machine learning to data engineering and statistics. This multidisciplinary approach allows us to select the most effective tools and techniques from our extensive toolbox, ensuring we deliver superior AI outcomes tailored to meet each client’s unique needs.

Embarking on AI projects without the right expertise can lead to lengthy endeavors and the creation of enigmatic black boxes. Mosaic ensures you have the guidance of seasoned professionals, streamlining your AI journey and delivering transparent, understandable solutions. From initial consultation to deployment and beyond, we are with you at every step. Our process is designed to keep you involved and informed, making it a true partnership that leads to transformative results.

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Machine Learning Expertise

Machine learning and predictive analytics are built into our DNA. Mosaic’s top-flight data scientists bring creative algorithmic solutions to pressing organizational challenges. We craft custom machine learning tools that lay the foundation for impactful outcomes. While AI represents the broader canvas, we understand ML is the masterpiece stroke by stroke, transforming your data into actionable insights.

Building an in-house team of data scientists is difficult, expensive, and time-consuming. Partnering with a top machine learning company like Mosaic Data Science allows you to access top-tier talent at a fraction of the cost within days.

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Mosaic.Deploy | Deploy AI Faster

Mosaic.deploy accelerates the time to market for AI/ML projects while ensuring consistent performance and easier management of ML models at scale. This comprehensive MLOps solution framework is designed to streamline the entire lifecycle of machine learning & AI models—from development and testing to deployment and monitoring.

Mosaic.deploy includes ongoing support, training, and consultation, ensuring that your team is equipped to manage and scale your machine learning operations confidently.

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Use Cases

Decisions Made Better With Mosaic’s Unique Blend of AI Development


  • Natural Language Processing

    Long before ChatGPT was released, Mosaic has been helping our customers find the needle in the haystack, pulling insights from text, voice, audio, image, and speech to inform operational & strategic decision-making across any operation.
  • Predictive Supply Chain

    Data analytics can deliver actionable insights incredibly quickly, and even if executives aren’t familiar with techniques, machine learning & AI can drive insights from data streams within weeks, not years.
  • Scheduling & Resource Allocation

    Scheduling problems remain some of the most difficult problems to solve. Because scheduling can be complicated, schedulers often rely heavily on simple rules or over-generalized, out-of-the-box software to create feasible schedules. These decisions are an excellent candidate for tailored AI that use ML and optimization to find significantly better schedules by clicking a button.
  • Smart Device & Sensor Intelligence

    Sensor intelligence enables more accurate decisions, empowering companies and organizations to identify new opportunities, increase sales, improve customer experience, and optimize operational performance. Rather than replace human operators, custom-built AI & ML extract hidden information from sensor data.

AI-Enabled Search Built to Your Nuanced Requirements

In the case study linked below, Mosaic built a custom search solution using deep learning and advanced language modeling techniques to improve a manufacturing company’s customer experience with operator manual search. Mosaic developed the search technology to be unique to the customer, offering more benefits such as higher performance and more trustworthy results compared to an off-the-shelf tool.  

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Intelligent Supply Chain Management

Mosaic helps our customers futureproof their supply chains by leveraging data techniques like machine learning, optimization, deep learning, and agile software development to build custom AI applications that help everyone from hotels to energy companies make better supply/demand decisions. 

Automated algorithms provide decision support, and optimization techniques recommend decisions for businesses to take based on the unique operating conditions of their supply chain. Improve decisions ranging from pricing to distribution with optimization tools from Mosaic.

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Blending Machine Learning & Optimization Aids the Most Complex Scheduling Decisions

Staffing and scheduling optimization are crucial for many industries, significantly when the exact timing of high-volume activity can change based on complex factors. Augmenting the workforce and assets too early means diverting profit to unnecessary costs while waiting until high-volume demand is already underway, risking operating below capacity and decreasing customer satisfaction (e.g., if there are long wait times).

Machine learning can be deployed to forecast operational demand and predict event duration. Optimization can augment these ML inputs to recommend a schedule that optimizes against your unique scheduling objectives. Mosaic Data Science has deep expertise in developing custom AI to solve highly complex scheduling problems.

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Custom AI Transforms Sensor Data into Actionable Information

Data science techniques complement advances in Internet of Things (IoT) technology because of the sheer amount of information properly tuned models can process. We are not talking about megabytes or even gigabytes of information anymore. On the contrary, data science for IoT deals with massive volumes of data that can reach entire zettabytes.

Mosaic is no stranger to working with massive pools of data to build and deploy actionable solutions for our customers. We wield the power of AI and ML to help businesses reduce operational costs and achieve business growth with IoT’s real-time capabilities. Our collaborative, problem-focused, seasoned, and custom approach to advanced sensor data analytics applications makes us an ideal partner.

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Platform Agnostic

We don’t package our AI expertise in a universal platform or toolset. We offer unbiased insights into your organization’s existing infrastructure to improve processes and drive results through buildable, custom solutions.

Deep Industry Experience

As a top artificial intelligence company with nearly two decades of AI and data science projects under our belt, our depth of knowledge is unmatched. We’ve seen the evolution of AI technology and have continuously adapted and innovated to stay ahead of the curve.

Proven Impact

Our track record speaks for itself. From small startups to Fortune 500 companies, our clients have witnessed transformative results—increased efficiency, reduced costs, and enhanced decision-making capabilities.

Customized Solutions

Unlike one-size-fits-all approaches, we believe in the power of customization. Our team works closely with clients to develop AI solutions that are precisely aligned with their strategic goals.

Commitment to Your Success

Your goals are our goals. We measure our success by the impact our solutions have on your business, striving always to exceed your expectations.

Strategy & Execution

Our seasoned consultants will help your organization develop a comprehensive analytics strategy and execute it flawlessly, ensuring seamless integration and implementation across the enterprise.


Unlock the Potential of AI with Mosaic

Ready to explore how Premier Enterprise AI Consulting Services can transform your business? Schedule a meeting to learn more about our solutions, success stories, and how we can partner with you to create a future defined by innovation and growth.

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Explore Our Other Data Science Capabilities

MLOps & Data Management

Streamline and scale your AI initiatives with our robust MLOps and Data Management services. Ensure that your machine learning projects move smoothly from ideation to execution, fully integrated with your existing systems for optimized performance and real-time analytics. Click to discover how we can help you achieve operational excellence and maintain a competitive edge with cutting-edge AI deployment.

Computer Vision

Unlock the potential of visual data with our advanced Computer Vision services. Transform the way your business interacts with images and video through AI-powered recognition, analysis, and automation. Discover how our tailored solutions can streamline processes, enhance decision-making, and provide unparalleled insights into your operations. Click to learn how we can help you achieve visual intelligence at scale.

Large Language Models & NLP

Harness the power of language with our cutting-edge Natural Language Processing and Large Language Model services. Elevate your business with AI-driven communication, understanding, and automation capabilities. Dive into how our expert solutions can transform unstructured data into actionable insights and significantly enhance automation. Click to explore how we can revolutionize your operational efficiency and drive innovation.


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