ML Development Archives

Unlocking Smarter AI with GraphRAG: Better Answers with Knowledge Graph-Enhanced Retrieval

In an era where businesses need precise and actionable information, GraphRAG offers a significant leap forward in information retrieval. Unlike traditional retrieval-augmented generation (RAG), which can struggle to connect related but dispersed data, GraphRAG uses knowledge graphs to deliver more contextual, relevant, and actionable responses. This technology enables organizations to unlock deeper insights from their data, improving operational efficiency and decision-making without sacrificing precision.

By Melissa Rodriguez, 10 monthsSeptember 4, 2024 ago

News

Mosaic Data Science Named Top AI & Machine Learning Company of 2024 by CIO Review

Mosaic Data Science, a trailblazer in data science consulting, has been recognized as the Top AI & Machine Learning Company by CIO Review for the second consecutive year. This prestigious accolade underscores Mosaic’s commitment to delivering transformative, actionable analytics solutions that empower enterprises to harness the full potential of AI, ML, and mathematical optimization for insightful decision-making.

By Melissa Rodriguez, 1 yearMay 14, 2024 ago

News

Mosaic Data Science’s Neural Search Solution Named the Top Insight Engine of 2024 by CIO Review

Mosaic Data Science has been recognized as the Top Insight Engines Solutions Provider of 2024 by CIO Review magazine for its Neural Search Engine framework. The Neural Search Engine has revolutionized how businesses comb through vast amounts of data, automating text, image, video, and audio information retrieval from all corporate documents and significantly enhancing efficiency and productivity.

By Melissa Rodriguez, 1 yearFebruary 27, 2024 ago

White Papers

Not Every Business Problem is a GenAI Problem: Harnessing Prescriptive Analytics in Decision-Making

This paper has nothing to do with GenAI! A framework for approaching decision problems to maximize the chances of making it to production – and making an impact.

By Melissa Rodriguez, 1 yearFebruary 5, 2024 ago

White Papers

Unlocking Business Opportunities with Generative AI

While Generative AI is still in its early stages, its potential is immense. Businesses that can harness this technology effectively will be well-positioned for success in the years to come. Discover how your firm can tap into this transformative force and achieve its business goals by leveraging Generative AI for cost savings, revenue generation, competitive differentiation, employee empowerment, and enhanced customer engagement.

By Melissa Rodriguez, 2 yearsDecember 7, 2023 ago

Case Studies

AI Engine Development for Regional Homebuilding

Mosaic helped one of the US’s largest regional homebuilders deploy an artificial intelligence engine that recommends the optimal community features based on different geographic regions. The recommender delivers data-driven insights the company can trust when planning, building, and positioning new communities.

By Sel Gerosa, 2 yearsSeptember 7, 2023 ago

Case Studies

Automating Product Tariff Classification with AI

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

By Sel Gerosa, 2 yearsJune 20, 2023 ago

White Papers

Building a Neural Search Engine with Mosaic

Mosaic dives into our latest solution framework, The Neural Search Engine. Our tool can be tuned to ingest any set of documents and return relevant information in seconds. We leverage the retriever/reader architecture where for a given question, related context is obtained from the enterprise-specific knowledge base and fed to deep learning models.

By Sel Gerosa, 2 yearsJune 19, 2023 ago

News

Mosaic Data Science Shares How the Company Is Standing Out Against the AI Hype in CIO Review Article

Mosaic is making waves in the data science industry as we help customers break through adoption barriers with tailored solutions that work.

By Sel Gerosa, 2 yearsJune 6, 2023 ago

Case Studies

Reducing Jet Fuel Emissions with Operational Artificial Intelligence

Mosaic helped a commercial airline integrate custom machine learning to predict departure runway and taxi-out time, cut operational costs, and improve the customer experience, aiding in reducing fuel emissions with AI.

By Sel Gerosa, 2 yearsMarch 14, 2023 ago

ML Development

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