PAWLING CONSULTING GROUP
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PAWLING CONSULTING GROUP
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Analytics Services

Cross Industry

Cross Industry

Cross Industry

We have developed and productionized the following cross-industry solutions: 


  • Recommender engine for predicting a customer's next best purchase or action
  • Measure customer lifetime value (CLTV)
  • Identify marketing and media tactics combination that produces best ROI
  • Propensity to buy specific products and or services
  • Demand forecasting
  • Identify products and services that sell together in the same market basket
  • Customer churn analysis 
  • Measure the impact of customer sentiment on a client’s sale of products and services.
  • Measure signature moment impact a company’s stock price and products.
  • Identify key components of a signature moment that ROI


Logistics

Cross Industry

Cross Industry

 We have developed and productionized the following solutions for Logistics industry clients:

 

  • Forecast demand for sand in a mining operation
  • Forecast average time for sand delivery in a mining operation to prevent inventory related disruption
  • Predict likelihood of a package being caged at customs to minimize delivery time delays.
  • Predict future disruption to avoid supply chain issues
  • Forecast customer traffic to aid the staffing requirements decision
  • Merchandising analysis by location
  • Prediction of equipment failure for preventative maintenance.
  • Text mine chat logs to understand customer complaints and  sentiment
  • Customer persona development


Utilities

Cross Industry

Utilities

We have developed and productionized the following solutions for Utilities industry clients:

  

  • Forecast KWH consumption for high usage customers who call with concerns about their bills
  • Predict meter failure so preventative measures can be taken to avoid service disruption
  • Identify hot sockets so preventative measures can be taken by customer to avoid disaster
  • Predict collector failure
  • Predict unregistered distributed generation to aid in keeping work crews safe from energized lines when power is out


Healthcare

Hospitality

Utilities

 We have developed and productionized the following solutions for Healthcare industry clients:

  

  • Forecasting adhoc inventory volume for shipping
  • Identify how effective sales force tactics are in driving leads and revenue of select products
  • Predict length of stay in a hospital

Hospitality

Hospitality

Hospitality

 We have developed and productionized the following solutions for Hospitality industry clients:

  

  • Predict the number of days a customer will stay at a casino / hotel
  • Predict the demand for hotel rooms at a casino
  • Predict volume of spend per stay

Wholesale

Hospitality

Hospitality

 We have developed and productionized the following solutions for Wholesale industry clients: 

  

  • Identifying cross-Sell / up-Sell opportunities
  • Predict customer's next best purchase
  • Predict customer lifetime value

Use Case Productionization

Framework Architecture

  

  • We design frameworks for productionizing Machine learning use cases that fosters continuous intergation and continuous improvement. These services include:
    • Creating a questionnarie for determining production readiness. 
    • Designing architecture for use case productionization. 
    • Recommendations for code modularization.  

Interactive Performance Dashboards

Real-Time Performance Dashboards via Power BI or Tableau

We develop dashboards to provide real-time insight into key performance metrics by allowing users to visualize, filter, and dig deeper into their data and use case results. Our dashboards enable end-users to directly interact with their data, which allows them to develop a deeper insight and knowledge of the numbers impacting their business.

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