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.
Benefits/Outcomes
- 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, Computer Vision
- Data Governance, User Training
- Data Modernization, Industry 4.0
Domain Expertise
- Legacy system operational technology data
- Industrial internet of things data and sensors
Toolbox
- Data Science, ML, NLP, Text Analytics, Predictive Analytics
- Databricks, PySpark, Tableau
