Journal Vouchers (JV)
Knexus developed the JV Automation Platform to automate complex general ledger adjustments from source data through final posting. Its AI-assisted computation engine combines configurable business rules, automated data transformation, derived-field calculations, and anomaly detection to generate validated JVs and audit-ready artifacts with end-to-end traceability.
Defense Logistics Agency (DLA)
AI Applications
The challenge our customer brought us.
The Defense Logistics Agency (DLA) processes thousands of Journal Vouchers (JV) each year. The existing manual process is slow, costly, and causes audit-cited errors.
Complex journal voucher workflows require financial analysts to reconcile fragmented ledger records, calculate adjustments, and prepare supporting documentation across multiple systems and spreadsheets. These manual processes slow financial close cycles, increase administrative burden, and make end-to-end audit traceability more difficult.
What we designed and delivered.
Knexus developed the JV Automation Platform to automate complex general ledger adjustments from source data through final posting.
The difference it made.
The JV Platform demonstrates how AI and configurable automation can modernize complex financial workflows while preserving the controls required for federal accounting and audit environments.
19
Other programs we’ve delivered.
Next Generation Threat System (NGTS) GPT
Learn More
1
Generative AI Logistics for Communication and Execution (GAILFORCE)
Learn More
2
Augmenting CILEMP to Enable Fleet Autonomy with Generative AI (CILEMP-FLAG)
Learn More
3
Goal Reasoning for Satellite Constellation Decision Making (GRANITE)
Learn More
4
Deep Reinforcement Learning
Learn More
5
AI-Powered Multi-Asset, Multi-Domain Operations Planning and Replanning Software (AMORE)
Learn More
6
Minefield Planning Evaluation and Gaming Suite
Learn More
7
Information Technology Services (LITeS) III
Learn More
8
Cyber Warning and Operations Center (CWOC) Research and Analysis
Learn More
9
Intelligence, Surveillance, and Reconnaissance Operations (ISRO)
Learn More
10
All Source Intelligence Cyberspace II
Learn More
11
Continuous Interactive Learners for Mission Planning (CILEMP)
Learn More
12
DARPA Explainable AI
Learn More
13
NIST Privacy Engineering Program
Learn More
14
U.S. Census Disclosure Avoidance System
Learn More
15
NAVAIR Next Generation Threat System (NGTS)
Learn More
16
Enterprise Master Management Agents (EMMA)
Learn More
17
FIT Next-Sizing Scanner
Learn More
18
Annual Financial Report (AFR)
Learn More
20
Translating All C To Rust (TRACTOR)
Learn More
21
Anticipatory and Adaptive Anti-Money Laundering (A3ML)
Learn More
22
Genomic Project
Learn More
23
Gemini for Government
Learn More
24
Logistics Information Technology Enterprise Solution (LITeS)
Learn More
25
Strategic Command Information Technology Lifecycle Support (SCITLS)
Learn More
26