Data Science Consulting

Over twenty years of experience in data science and predictive analytics. We provide solutions, with validated machine learning models, for customer churn prediction, predictive maintenance, credit risk modelling, forecasting, sentiment analysis etc

We can help with POCs, pilots, end to end projects and AI transformations, that accelerate competitive advantage.

Data Science Proof of Concept (POC)

Duration: 5 days effort

Scope and expected time breakdown:
Data preparation: 2 days
Modelling & validation: 2 days
Delivery of best model(s): 1 day

Please Note: 5-day POC time-frame, limits the time available for data acquisition, cleansing, prep and modelling. For more of a complete solution, please see pilot projects or end to end solutions below.

Data Science Pilot Project

Duration: 20 days effort

Scope and expected time breakdown:
Data preparation: 10 days
Modelling & validation: 7.5 days
Delivery of best model(s): 2.5 days

Please Note: Delivery includes handover, training and documention. Time-frames will depend on data quality and the number of data sources.

AI transformations and end to end solutions

Automated end to end solutions

Prescriptive Analytics

AI transformation programs that help your organisation accelerate competitive advantage.

Dashboard in a Day

Duration: 1 day effort

Scope: Visually explore data to understand trends and outliers.
Deliver interactive descriptive analytics dashboard that highlights key insights.

Interactive Advanced Analytics Dashboard

Duration: 10 days effort, from a lead data scientist

Scope: Visually explore data to understand trends and outliers.

Deliver interactive descriptive and predictive analytics dashboard that highlights key insights. Includes data science.

Interactive Advanced Analytics Dashboards with data science, geoanalytics and real-time

Dashboards with forecasts, predictions and what-if scenarios that highlight key events.

Selected Use Cases

Customer Analytics

  • Customer Churn and up-sell
  • Market Basket Analysis
  • Segmentation

Finance

  • Time series modelling and forecasting
  • GARCH modeling and volatility forecasting
  • Robust and nonparametric financial modeling
  • Portfolio optimization

Oil and Gas

  • Predictive Maintenance
  • Asset Performance

Energy and Manufacturing

  • Statistical process control
  • Survival and reliability analysis
  • Designed experiments and ANOVA
  • Six Sigma methodology
  • Signal, image processing and wavelet analysis

Health and Aged Care

  • Incident prediction
  • Spatial statistics
  • Missing data

Request Pricing

Let’s create a plan for your specific needs!