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Home > Retail >Data Analytics and Business Intelligence
 
Data Analytics and Business Intelligence

Business Diagnostics

Our Approach

  • Ask the right questions
  • Use the right data analytics techniques

Benefits

  • Realize hidden data relationships
  • Discover causes & effects of business parameters
  • Improve operational efficiencies
  • Launch new products/services
  • Improve performance of resources

Predictive Analytics

Our Approach

  • Collect right data and analyze (using parametric, non parametric & multivariate techniques)
  • Construct mathematical models (using business principles, advanced statistics & heuristics)

Benefits

  • Predict product profitability
  • Predict customer churn
  • Identify new market opportunities
  • Targeted sales and marketing
  • Enhanced decision making
  • Improved credit underwriting

Forecasting

Our Approach

  • Construct models that fit past data relatively easily
  • Use of advanced time series analysis (exponential  smoothening, box jenkin’s, box – tiao etc)
  • Use of ANN and GA

Benefits

  • Forecasting sales of new products
  • Predict customer churn
  • Identify new market opportunities
  • Predicting online behaivor
  • Enhanced decision making

Strategic Analytics

Supply Chain Analytics

  • Product costing analysis
  • Process control analysis
  • Scheduling analysis
  • Throughput analysis
  • Quality analysis
  • Procurement analysis
  • Warranty analysis
  • Vendor/Supplier analysis

Customer Analytics

  • Customer profitability
  • Customer response
  • Customer churn
  • Cross sell/up-sell
  • Market trends
  • Customer campaign
  • Sales force efficiency
  • Market preference

Financial Analytics

  • Profitability analysis
  • Cash flow analysis
  • Risk analysis
  • Hedging analysis
  • Credit/Collections analysis
  • Tax reporting/analysis
  • Shareholder value analysis
  • Financial analysis

HR Analytics

  • Incentive analysis
  • HR management analysis
  • Attrition analysis
  • Regulatory reporting

Battery of Algorithms we employ

Data Analytics Technique / Algorithm Data Analytics Technique / Algorithm
Unsupervised learning methods, such as cluster analysis Case based reasoning methods, including nearest neighbor
Decision trees Rule extraction
Statistical regression Bayesian networks
Optimization techniques, like simulated annealing Genetic algorithms
Neural Networks Hidden markov models
Reinforcement learning Support vector machines
Dynamic programming Minimum Description Length (MDL) methods
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