AI/ML Analytics Framework & Services

Customer Challenge

The Air Force Sustainment Center (AFSC) requires an enterprise-level, scalable digital analytics framework to fulfill their government-mandated digital transformation goals.

Innovative Solution

Illumination Works created a Data Analytics as a Service (DAaaS) framework and technical baseline for a single source solution that aligns governance structures with technical platforms. ILW guided requirements sessions and use case development to build a platform fusing technology, data, and artificial intelligence (AI)/machine learning (ML) applications to further digital transformation efforts for data-driven decisions. Illumination Works continues to work with AFCS on transition planning and execution for legacy teams and systems and deploy user-focused builds to iteratively grow the foundation of scalable analytics services.


  • Baselined analytics framework that enables the fusion of business data and operational technology data
  • Applies AI/ML to provide never-before realized capabilities
  • Best practices and automations for data analytics and AI/ML including DataOps, MLOps, and enterprise architecture strategies
  • Standard methods and processes for ingestion, collection, curation, metadata, exposure, security, analysis, and AI/ML exploitation
  • Strategic and tactical governance and policies for publishing and monitoring data

Business Value

  • Data Analytics Framework, Cloud
  • Data Fusion, AI/ML
  • Data Governance, User Training
  • Data Modernization, Industry 4.0

Domain Expertise

  • Legacy system operational technology data
  • Industrial internet of things data and sensors


  • Data Science, ML, NLP, Text Analytics, Predictive Analytics
  • Databricks, PySpark, Tableau

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