Ethical Lending
By leveraging advanced algorithms, our solutions not only identify but actively eliminate biases in loan approval processes. This targeted approach significantly boosts the approval rates for traditionally underserved demographics, ensuring a broader and more equitable financial landscape.
🏦Loan Approval: Increase by 10-25%
⚖️Compliance Issues: Reduce 20-40%
Neural Financial Search
Enhance the security and precision of your financial document retrieval and data searches. Our AI-driven tools decrease unauthorized data access and refine search accuracy, ensuring critical information is secure and easily accessible.
💰Admin Costs: Cut by 30-50%
🔎Answer Accuracy: Improve by 25-45%
Real Estate Insights
Capitalize on AI-driven insights for real estate financing. These insights not only increase the ROI on real estate investments but also sharpen the accuracy of market trend predictions. This dual benefit streamlines investment strategies and efficiently adapts to market dynamics.
🏠ROI on Real Estate: Increase by 15-30%
📊Market Trend Accuracy: Boost 20-40%
Tariff Intelligence
Utilize AI to keep ahead of global tariff changes, enhancing your financial forecasting accuracy and minimizing unexpected financial impacts, thus protecting your bottom line and aiding in strategic decision-making.
🔮Forecasting Accuracy: Improve 25%
💸Financial Impacts: Reduce by 10-25%
Market Sentiment Extraction
Our tools analyze real-time market sentiments from diverse data sources, optimizing operations and enhancing strategic decisions. This real-time analysis provides actionable insights that drive financial strategies and investment decisions.
💹Decision Efficiency: Boost 10-20%
📈Portfolio Returns: Enhance by 5-15%
Marketing Analytics
Deploy advanced analytics to fine-tune your marketing strategies. Increase the effectiveness of your campaigns and enhance customer acquisition rates, leading to sustained growth and an expanded customer base.
📈Customer Acquisition: Boost 15-30%
💸Overhead Costs: Reduce by 10-25%
Ethical Lending Systems
Leverage XAI and MLOps to build sustainable automation tools.Quantifying Market Sentiment
Extract sentiment with tailored AI that delivers actionable decision support.AI Home-building Engine
Mosaic stitches disparate data to train custom ML models that deliver optimal recommendations.Tariff Intelligence
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.
Fraud Detection & Risk Management
Safeguard your operations and customers with our AI and ML solutions for financial services, detecting anomalies and preventing fraud before it happens.
Predictive Analytics for Investment
Leverage our AI and ML solutions for financial services to make informed investment decisions, optimizing your asset management and trading strategies for maximum returns.
Enhanced Customer Experiences
Use our AI and ML solutions for financial services to offer personalized services, from chatbots that provide instant customer support to systems that recommend customized financial products.
Operational Efficiency
Streamline back-office operations and improve financial planning and analysis (FP&A) with AI and ML solutions for financial services that offer significant business value and feasibility.
Quantifying Commodity Sentiment with AI
In this case study, Mosaic fine-tuned language models to analyze text and quantify public sentiment to explain commodity pricing with AI. Our team used sentiment model outputs to extract insights regarding price trends for a specific commodity and predict future price movements.Read More →
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 →
Mosaic Data Science Shares How to Prevent Algorithmic Bias in Legal Dive Article
Mosaic Data Science and Epstein Baker Green discuss the importance of developing ethical algorithms that comply with anti-discrimination laws.Read More →
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.Read More →
Mosaic Data Science Provides Cutting-Edge Support for National Law Firm’s Expansion of National Algorithmic Bias Auditing and Risk Management Services
Mosaic supports Epstein Becker Green by deploying AI to support the law firm’s algorithmic bias auditing & risk management services.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 →
Analyzing Digital Platform Data to Understand User Behavior
As our world becomes more and more digitized, organizations need to leverage behavior data to provide a better customer experience and detect potential problems before they arise. This can be achieved by analyzing behavior patterns from digital platforms customers operate.Read More →
Financial Services Revenue Forecasting
The business was investigating how to incorporate modern data science techniques into their budgeting decisions. Since they didn’t have this expertise in-house, they needed an analytics partner that could provide the right capabilities to accurately model and forecast revenue and serve these results to users in the proper context.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 →
Detect Defects on the Line with Computer Vision
Deep learning, specifically computer vision and natural language processing, can be designed to identify defects during the product packaging process. These deep learning models can verify that a label on a package is present, correct, straight, and readable.Read More →
Production Machine Learning Auditing using MLOps
Successfully developing machine learning tools to provide value in a business environment requires much more than algorithmic knowledge and tuning. Machine learning cannot provide value in a vacuum.Read More →
An AI Approach for Consumer Lending Approval & Pricing
Traditional lending practices are a prime candidate for machine learning improvements. Lenders can make more accurate and faster decisions by shifting decision-making from analysis of individuals to analysis of trends and patterns.Read More →
Root Cause Analytics of Telemetry Failures
Root cause and diagnostic analytics is a great approach for identifying computer failures.Read More →
Advanced Statistics for Email A/B Testing
Applying statistical inference is a great way for businesses to get more value out of there email marketing programs.Read More →
Diagnosing Windows 10 Crashes
Applying predictive AI services to identify the factors behind dreaded Blue Screen of Death.Read More →
Human Decision Making in Machine Learning Deployment for Resume Matching
Utilizing AI techniques like NLP is a great way to reduce the time it takes to find optimal candidates for job openings.Read More →
Demand Forecasting for Network Bandwidth
We built a custom demand forecasting model using ML techniques, helping a leading professional services firm predict office bandwidth requirements.Read More →
Customer Lifetime Value & Segmentation
Developing a custom, forward-looking customer lifetime value metric is a great way businesses can improve customer relations.Read More →
