Advanced Data Analytics and AI

Emprata helps organizations transform complex, large-scale data into actionable insights through advanced analytics, data science, machine learning, and statistical modeling.

Uncover Hidden Insights

Organizations generate enormous volumes of data, but turning that data into meaningful information requires the right combination of technology, analytical expertise, and domain knowledge. Emprata applies advanced analytics, data science, statistical modeling, and machine learning to uncover patterns, identify relationships, detect anomalies, predict outcomes, and transform complex data into actionable intelligence.

Our solutions help organizations better understand their data, improve operations, evaluate alternatives, and make informed, data-driven decisions.

Capabilities

Emprata’s data scientists, engineers, and technologists have extensive experience analyzing complex, high-volume datasets using modern cloud, data science, geospatial, and distributed computing technologies. We select the analytical methods and technologies best suited to each problem, allowing us to develop scalable solutions tailored to the unique mission and business requirements of our clients.

Analytics at Scale

Emprata specializes in solving analytical challenges involving large, complex, and data-intensive environments. Our solutions are designed to efficiently process and analyze massive datasets, including geospatial and transactional data containing hundreds of millions or billions of records, while delivering timely and meaningful insights to decision makers.

Applications of Big Data Analytics

  • Drug Discovery: Revealing important factors in treatment
  • Fraud Detection: Identifying cases of consumer fraud
  • Credit Scoring: Ranking credit card applicants based on risk
  • Social Media: Recommending products based on keywords and trends
  • Healthcare: Identifying lifesaving diagnoses and treatment options immediately
  • Law Enforcement Agencies: Provide holistic view of criminal activities in an effort to keep crime rates down

Areas of Specialization

  • Advanced Data Analytics: Analyzing large and complex datasets to uncover patterns, relationships, trends, and actionable insights.
  • Artificial Intelligence (AI): Provide the foundation for AI-enabled applications by transforming complex enterprise data into structured, trusted information that can support machine learning and generative AI.
  • Predictive Analytics & Forecasting: Applying statistical and machine learning techniques to model and predict future outcomes.
  • Statistical Analysis: Using rigorous statistical methods to test hypotheses, quantify relationships, and support evidence-based decisions.
  • Machine Learning: Developing models that identify patterns, classify information, detect anomalies, and improve analytical processes.
  • Geospatial Analytics: Integrating geographic and spatial relationships into advanced analytical models and decision-support systems.
  • Natural Language Processing: Extracting and analyzing information contained within unstructured and semi-structured data.
  • Data Quality & Validation: Developing automated methods for identifying anomalies, inconsistencies, and quality issues in large datasets.
Clients
  • Large Business Lending Bank
  • Federal Communications Commission (FCC)
  • Consumer Financial Protection Bureau (CFPB)
  • Food and Drug Administration (FDA)
  • US Dept. of Navy – Bureau of Medicine and Surgery (BUMED)
  • Level 3 Communications
Analytic Techniques
  • Statistical Modeling
  • Machine Learning
  • Predictive Analytics
  • Time Series Analysis & Forecasting
  • Anomaly Detection
  • Classification & Clustering
  • Geospatial & Spatial Analysis
  • Simulation & Optimization
  • Natural Language Processing
  • Exploratory Data Analysis
  • Multivariate Analysis
  • Pattern & Trend Analysis
Analytic Tools
  • Python
  • R
  • SQL
  • Jupyter
  • Apache Spark / PySpark
  • PostgreSQL / PostGIS
  • AWS Analytics Services
  • Snowflake
  • Databricks