Advanced NLP and LLM Solutions

At Mosaic Data Science, we specialize in customizing advanced NLP and LLM solutions to unlock invaluable insights from both structured and unstructured text, image, and audio data. Long before language models became a staple in the tech mainstream, Mosaic was pioneering their use to meet and exceed client expectations, setting the stage for innovative solutions that have defined industries.

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the Mosaic Advantage

With nearly two decades of experience at the forefront of AI and ML innovation, Mosaic brings a depth of knowledge and a track record of success. Our expertise runs deep, across several industries, with a long list of satisfied clients who have benefitted from our cutting-edge LLM and NLP implementations.

It is widely accepted that almost 80% of data a company collects is unstructured. Long before ChatGPT was released, Mosaic has been helping our customers find the needle in the haystack with our natural language processing services, pulling insights from text, voice, audio, image, and speech to inform operational & strategic decision-making across any operation.

Organizations must go beyond large language models trained on internet data to mine their information to deliver trustworthy outputs that solve problems. Mosaic’s unique and powerful consultative approach enables us to build custom solutions that drive powerful results for our clients. Our Advanced NLP and LLM Solutions are here to help you get the return on your AI investment. We can help you implement your first NLP application, improve an existing one, or rent you an LLM specialist.

Award-Winning Neural Search Tool

As businesses increasingly embrace GenAI and Large Language Models (LLMs), the strategic advantage lies not just in using these technologies but in expertly tuning them to specific needs. With our pioneering work in Reader/Retrieval Architectures (RAG), Mosaic Data Science has been at the forefront of this evolution, deploying several successful, tailored search solutions over the past seven years.

Mosaic’s Neural Search Engine stands at the forefront of our Advanced NLP and LLM Solutions for Businesses. The engine not only understands the intricacies of human language but also provides actionable insights that empower businesses to make data-driven decisions. This award from CIO Review is a testament to our vision of transforming how companies access and leverage information.

Use Cases

Decisions Made Better With Mosaic’s Advanced NLP and LLM Solutions for Businesses

  • Hyper Sentiment

    Customers rarely get in touch to congratulate you on a job well done. Commodity markets shift on the tweet of a single person. Mosaic goes beyond extracting sentiment, turning these insights into powerful predictors.
  • Quality Management

    Product lines require their own custom inspection systems to perfect quality and minimize the risk of recall. As larger players consolidate the industry, their product lines become increasingly more complex, leading to a need for automated inspection.
  • Document Processing & Search

    As firms continue to embrace AI, the strategic advantage lies not just in using these technologies but in expertly tuning them to specific needs. Automating and adding context to search is a low-hanging fruit for any organization.
  • Supply Chain Automation

    Text analytics can automate time-consuming processes such as reviewing supplier contracts. Tailored tools can reduce human review time drastically and eliminate errors.

Unlocking Insights with Advanced Sentiment Extraction

Human speech can be complex, especially when you add in regional differences. NLP works by breaking down speech and written words in multiple ways, such as syntax, semantics, and sentiment. Examining syntax helps uncover the words and phrases consumers use to determine the proper course of action. Analyzing the semantics can decipher the intent and meaning behind the words.

Understanding the sentiment involved in a contact can be a significant source of information to mine. AI-enhanced natural language processing can tell if a customer is angry or frustrated or correlate a trade jounrnal article to commodity price shift. Fine tuning models can unlock these insights for any operation.

AI-Driven Automation for Quality Management in Product Packaging

There is no substitute for partnering with an experienced data science firm to learn the nuances of your business processes and data. An off-the-shelf product simply cannot provide the same level of customization and accuracy provided by tuning specific algorithms to solve different parts of the packaging line. Your data is going to be unique to you, and if you truly want to embrace the cost savings offered by automation, you need to treat the project as development and not a software purchase.

If you want to build tools that users trust and use to make decisions, you need to explain your modeling decisions and results. Mosaic takes this development off your plate so you can focus on your business.

Find It Faster with the Mosaic Neural Search Engine

The Neural Search Engine not only understands the intricacies of human language but also provides actionable insights that empower businesses to make data-driven decisions.

Unlock the full potential of your data with Mosaic’s Neural Search Engine. Tailored to your unique needs, our modular solution framework allows you to scale and adapt, ensuring you’re always at the forefront of search technology without the excess. Why settle for a one-size-fits-all solution? Discover a seamless integration that elevates your existing tech stack.

Transforming Supply Chain Management

In a breakthrough project for one of the United States’ largest healthcare systems, Mosaic Data Science leveraged its deep expertise in Natural Language Processing (NLP) and machine learning to revolutionize the processing of thousands of weekly purchase orders (POs) across 22 hospitals and over 500 care facilities.

This innovative solution was designed to tackle the monumental challenge faced by the hospital system’s Supply Chain department: the manual review of PO confirmations for exceptions—a task that was both time-consuming and prone to errors, potentially leading to significant downstream issues such as surgery postponements.

LLM Agnostic

We don’t package our expertise in a single model, allowing performance and integration to drive decisions. This flexibility allows us to deploy LLM and NLP solutions that enhance rather than disrupt, enabling smoother transitions and more cohesive operational workflows.

Customized LLM and NLP Strategies

Mosaic excels in developing bespoke LLM and NLP strategies that align with specific business objectives. By understanding unique industry challenges and requirements, we tailor our approach to not just meet, but exceed expectations, ensuring that our solutions drive significant value and competitive advantage.

Cost-Effective Solutions

Mosaic delivers cost-effective solutions that don’t sacrifice quality. Our expertise in minimizing compute costs ensures that businesses can invest in AI without the financial burden typically associated with high-end technologies.

Responsible AI Use

Mosaic is committed to ethical AI use, prioritizing transparency, fairness, and accountability. Our focus on explainable AI and bias auditing ensures that the solutions we deliver are not only powerful but also responsible and aligned with the core values of our clients.

Rapid Deployment and Scalability

Recognizing the need for speed in today’s fast-paced business environment, Mosaic focuses on rapid deployment of LLM and NLP solutions. Our agile methodology facilitates quicker integration, enabling businesses to scale efficiently and effectively without compromising on performance or accuracy.

Strategy & Execution

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

Unlock Your Artificial Intelligence Potential with Tailored NLP and LLM Solutions

Mosaic’s advanced NLP and LLM solutions for businesses are the right choice if you’re looking for a trusted advisor to help you unlock the power of these tools. We have the expertise, experience, and track record to help you automate and improve decisions.

Explore Our Other Data Science Capabilities

Advanced NLP and LLM Solutions Resource Library

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