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Intelligent Information Retrieval

Gemini for Government

A scalable, context-aware AI solution capable of delivering accurate, relevant information while preserving regulatory integrity, strengthening security, and eliminating duplicative agency-specific development.

Agency
U.S. Department of Labor
Capabilities
AI Infrastructure
01 / Customer Challenge

The challenge our customer brought us.

The U.S. Department of Labor needed to modernize fragmented, unreliable chatbot capabilities and improve public access to information across its agencies.

02 / Knexus Approach

What we designed and delivered.

Knexus developed two prototype AI agent endpoints using Google Cloud technologies to demonstrate a reusable, multi-agency information retrieval framework. The solution incorporates:

Dynamic webpage context
AI-generated summaries with authoritative citations
Safeguards, including Google Model Armor
Conversation history restrictions
Response limits.
03 / Mission Impact

The difference it made.

Knexus demonstrated the technical feasibility of a context-aware AI information retrieval framework aligned with the Department's modernization objectives. The prototypes established a reusable foundation for delivering source-grounded information, supporting agency-specific use cases, and enabling future integration into DOL's digital environment without rebuilding core AI capabilities. The modular architecture also provides a foundation for expanding AI capabilities across additional DOL agencies.

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AI Agent Prototypes Developed
AI Agent Prototypes: A site-wide agent supporting beta.dol.gov and a specialized agent for Office of the Chief Financial Officer (OCFO) Agency Financial Reports.
Dynamic Context Awareness: Demonstrated URL-based context awareness using simulated webpage information without requiring direct access to the beta.dol.gov environment.
Source-Grounded AI Responses: Delivered user-friendly AI summaries with citations to authoritative information sources.
Reusable Multi-Agency Architecture: Established an agent framework and development approach designed to support additional agency use cases.

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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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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

Office of Naval Research (ONR)

Continuous Interactive Learners for Mission Planning (CILEMP)

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12

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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16

Defense Logistics Agency (DLA)

Enterprise Master Management Agents (EMMA)

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17

Defense Logistics Agency (DLA)

FIT Next-Sizing Scanner

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18

Defense Logistics Agency (DLA)

Journal Vouchers (JV)

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19

Defense Logistics Agency (DLA)

Annual Financial Report (AFR)

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20

Defense Advanced Research Projects Agency (DARPA)

Translating All C To Rust (TRACTOR)

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21

Defense Advanced Research Projects Agency (DARPA)

Anticipatory and Adaptive Anti-Money Laundering (A3ML)

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22

National Institute of Standards and Technology (NIST)

Genomic Project

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23

Army Logistics Data Analysis Center (LDAC)

Logistics Information Technology Enterprise Solution (LITeS)

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USSTRATCOM

Strategic Command Information Technology Lifecycle Support (SCITLS)

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