On-Demand Maintenance Analytics

Customer Challenge

ILW provides analytics on Air Force maintenance, logistics, and contract data providing insights
across disparate sets for process improvements
and leadership decision making.

Innovative Solution

Illumination Works developed a platform to provide USAF users with information access at three user/functionality levels—dashboard, analysis, and data science. This tool provides integrated, visualized, and raw data providing powerful analytics tools to gain new insights for data-informed decision making.

Benefits/Outcomes

  • Dashboard Layer (general users) – Visually-appealing and user-responsive graphics and charts with drill down functionality
  • Analysis Layer (analysts) – Cleansed and prepared data that is ready for new analysis and visualization
  • Data Science Layer (data scientists, highly-skilled analysts) – Raw datasets to join disparate data, perform feature engineering, create predictive models, and analyze and visualize data in novel and meaningful ways

Toolbox

  • Database & Other Tools: PostgreSQL, MongoDB, Singularity, Apache Web Server
  • Data Analysis and Machine Learning: C/C++, Keras, TensorFlow, Python, R
  • Visualizations: Knime, Angular Web App, Superset, PyQT
  • Data: AFTOC, Contracts, EXPRESS, FPDSNG, JDRS, Manpower, REMIS

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