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Automated Data Curation, Crosslinking & Document Generation

Customer Challenge

The Air Force requires a digital transformation solution to empower Program Management Offices in acquisition life cycle management by consolidating, curating, and crosslinking source documents feeding the myriad of reports, reviews, and milestone requirements within the DoD weapon system life cycle. Presently, developing and managing milestone documentation is time- and person-power intensive, with limited enabling technologies to assist.

Innovative Solution

Illumination Works is developing our artificial intelligence (AI)-driven Odin-Acquisition Milestone Documentation Automation (Odin-AMDA) solution to apply intelligent curation and data fusion techniques to organize and rapidly link documents to their role in milestone reports/activities. The Odin-AMDA human-machine teaming interface provides users a single location for collaborative development of milestone documents, with initial content autogenerated via AI and supplemented by a human-in-the-loop. The interface also serves as a program management tool, delivering intuitive visualizations for understanding program health, monitoring and versioning data, and managing users.

Benefits/Outcomes

  • Applies AI-enabled processes to mine metadata and organize, curate, and version-control documents
  • Leverages natural language processing (NLP) to crosslink feeder data to their role in milestone documents/events
  • Applies AI and NLP to generate initial content for milestone documents based on the connected source data
  • Combines AI and enterprise solution architecture to deliver a holistic, enterprise-level program management capability

Toolbox

  • Cloud-native, Service-driven Solution Architecture
  • Intelligent Data Fusion, Data Engineering
  • AI, NLP, Machine Learning, Computer Vision
  • Neo4j, PostgreSQL, Azure GPU
  • Open-source Python solution
  • Kystoneâ„¢ Accelerators: NLP, Analytics, Visualize

Business Value

  • Ensures linked, trusted data for downstream reporting and decision making
  • Saves thousands of person hours and eases cognitive burden of manual document generation
  • Improves product support and program management through AI-driven process automation
  • Streamlines DoD life cycle management activities

Domain Expertise

  • Program Management
  • DoD Weapon System Acquisition Life Cycle
  • Life Cycle Sustainment Plan

Other Odin Solutions

  • Automate Data Rights Understanding Learn More
  • Data-Driven Financial Budget Planning Learn More

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Illumination Works

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2689 Commons Blvd Suite 120
Beavercreek, Ohio, USA 45431
(937) 938-1321

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