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Case Studies

AI-Powered Multi-Asset, Multi- Doman Operations Planning and Replanning Software

AI-Powered Multi-Asset, Multi- Doman Operations Planning and Replanning Software

US Army LDAC faced the challenge of managing a complex, evolving IT environment critical to Army logistics, and Knexus delivered integrated, secure, and efficient IT support that enhanced system reliability and agility while ensuring timely access to essential logistics data.

AI-Powered Multi-Asset, Multi- Doman Operations Planning and Replanning Software
PROBLEM

Mission commanders face complex coordination issues in rapid response multi-asset missions, which requires extensive manpower and effort to solve and plan for.

LDAC must provide the Army community with vital logistics data necessary for the planning, conducting and sustainment of warfighting capability worldwide.

Knexus
Solution

Build AI-powered planning software to streamline mission planning and aid in decision making.

  • Build tool to convert 2010 data into the 2020 Census format and produce a test dataset that can be used for rapid experimentation.
  • Built and managed a Jenkins system that integrates with all Disclosure Avoidance Census code to ensure smoother production and code iteration.
  • Leveraged AWS Cloud Infrastructure to create versioned testing tools that allowed for reproducibility of tests on any current or historical version of the DAS system.
  • Brought scientific research code to production ready standards for improved performance, legibility, and flexibility.

Develop AMORE, to work with mission requests and estimates of situations, to produce fully deconflicted plans and schedules with easy-to-understand justifications.

Implement a Course of Action (COA) Simulator and Analyzer to be used for COA selection, execution visualization and mission rehearsal.

Develop AMORE to integrate with live reporting to respond to disruptions and changes, producing multiple replanning options in minutes.

Customer Outcome

Customer Outcome

AI-Powered Multi-Asset, Multi- Doman Operations Planning and Replanning Software

Census has been able to publish multiple privatized datasets to the public using our tool.

Mission replanning can be executed in minutes rather than hours through the integration of an automated response to situational changes or disruptions.

AMORE greatly reduces manpower requirements for advanced mission planning, presenting commanders with detailed and justified mission plans on its own.

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