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Agency
Office of Naval Research (ONR)
Capabilities
AI Research & Innovation
AI Applications
01 / Customer Challenge

The challenge our customer brought us.

Current automated tools for defense mission planning rely on obsolete knowledge models to function that require manual encoding and testing, reducing the effectiveness of automated mission planning.

02 / Knexus Approach

What we designed and delivered.

Develop machine learning methods to update and optimize planning models.

Develop CILEMP, a collection of advanced multi-strategy machine learning software tools that acquire and update planning models for AI-based mission planning systems.
Develop CILEMP to use methods for updating planning models that utilize mission performance data and user feedback including after action reports, planning decisions, and critiques of system performance.
03 / Mission Impact

The difference it made.

CILEMP automatically improves mission planner performance by utilizing and exploiting mission performance data and user feedback to better develop new protocols and mission plans.
Through machine learning CILEMP is able to process user feedback and after mission reports automatically without the need for manual encoding reducing processing time to seconds.

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More Case Studies

Other programs weโ€™ve delivered.

Naval Air Systems Command (NAVAIR)

Next Generation Threat System (NGTS) GPT

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1

Defense Logistics Agency (DLA)

Generative AI Logistics for Communication and Execution (GAILFORCE)

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2

Office of Naval Research (ONR)

Augmenting CILEMP to Enable Fleet Autonomy with Generative AI (CILEMP-FLAG)

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3

U.S. Naval Research Laboratory (NRL)

Goal Reasoning for Satellite Constellation Decision Making (GRANITE)

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4

U.S. Naval Research Laboratory (NRL)

Deep Reinforcement Learning

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5

Office of Naval Research (ONR)

AI-Powered Multi-Asset, Multi-Domain Operations Planning and Replanning Software (AMORE)

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6

Department of the Navy (DON)

Minefield Planning Evaluation and Gaming Suite

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7

Case Study

Information Technology Services (LITeS) III

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8

U.S. Northern Command (USNORTHCOM)

Cyber Warning and Operations Center (CWOC) Research and Analysis

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9

Department of Defense (DoD)

Intelligence, Surveillance, and Reconnaissance Operations (ISRO)

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10

U.S. Strategic Command (USSTRATCOM)

All Source Intelligence Cyberspace II

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11

DARPA

DARPA Explainable AI

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13

NIST

NIST Privacy Engineering Program

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14

U.S. Census Bureau

U.S. Census Disclosure Avoidance System

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15

Naval Air Systems Command (NAVAIR)

NAVAIR Next Generation Threat System (NGTS)

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