We use the right type of analytics for the job

Descriptive

  • Descriptive analytics reflects on historic data to understand what has happened using data aggregation and data mining techniques. We use descriptive analytics to explore data, create insightful and interactive visualizations and dashboards, and communicate concepts seamlessly with our clients.

 

Predictive

  • Predictive analytics looks forward in time and reveals what could happen via statistical models, forecasting methods, and machine learning algorithms. We employ a variety of established and complex techniques to forecast anything from product demand to customer preferences.

Prescriptive

  • Prescriptive analytics offers advice on what should happen, using optimization and simulation techniques. We deliver optimization and supply chain models that produce results ready to be put into action.
We use the right tools for the job

Data Science

  • SAS, SPSS, R, Python, Java

Big Data

  • Teradata Aster, Hortonworks, Hadoop ecosytem (Mahout, Pig, Hive), Spark

Optimization

  • Llamasoft LogicTools suite (LogicNet Plus, Transportation Analyst, and Inventory and Product Flow Analyst), Llamasoft Supply Chain Guru, IBM CPLEX

Visualization

  • Cognos, Tableau, D3.js

Data Engineering

  • Alteryx, Postgres, SQL Server, Oracle Exadata, Netezza, MongoDB
We use the right techniques for the job

Statistical

  • A/B Testing
  • Hypothesis Testing
  • Linear Regression, Logistic Regression
  • Time Series: Exponential Smoothing, ARMA, ARIMA, ARFIMA, Holt Winters, Croston, Dynamic Time Warping

Data Science

  • Text Analytics: Sentiment Analysis, Latent Class Analysis (Topic Modeling), Principle Components Analysis
  • Supervised Machine Learning: Decision Trees, Random Forests, Neural Networks, Support Vector Machines
  • Unsupervised Machine Learning: Association Rules, Clustering, K-Means, K-Nearest Neighbors
  • Hidden Markov Models, Market Basket Analysis, Click Stream

Optimization

  • Mixed Integer Programming
  • Linear Programming
  • Constraint Programming

Solution Examples

We are committed to bringing innovation and creativity to the market. We are always on the lookout for new technology and new algorithms that will either improve an existing solution or create new possibilities for businesses. The following is a list of some of the solutions we offer.

Center of Excellence

Algorithms are transforming the world of operations. With a well-rounded range of skills in data science, data engineering, and operations... Read More »

Root Cause Analytics

With multiple departments in various functions contributing to the success of a business’ supply chain, it can be a time-consuming... Read More »

Forecasting & Inventory Planning

Businesses in many industries have a need for a robust and accurate forecasting process as well as a need for... Read More »

Supply Chain Optimization

We have completed many supply chain optimization projects, have helped companies implement supply chain tools, and have developed supply chain... Read More »

DFAST: Statistical Models for Loan Loss Prediction

Due to stringent post financial crisis legislation, financial compliance is constantly becoming ever more costly and time consuming. With vast... Read More »

Predictive Solution for Sensor Analytics

Opex Analytics offers solutions to automate and improve: Real-time monitoring by using state-of-the-art technologies, and  Health assessment, predictive maintenance, and... Read More »

Advanced Analytics Training

Training is a big part of our offering.  We don’t want to just deliver slides; we want our clients to... Read More »

Getting More from Data Science in Your Organization

Opex Analytics offers organizations an assessment of how they can get more from the growing field of data science and... Read More »

Dynamic Pricing for Trucking

If a broker gives too high of a price to a shipper, the business is lost. If it quotes a... Read More »

Same Day Delivery

Many retailers are exploring and testing same-day delivery to stay competitive in a market increasingly influenced by e-commerce giants who... Read More »

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