AskBEP AI ChatBot
The AskBEP chatbot addresses the challenge of quickly and consistently accessing policy information within the BEP community. Employees often need clear, accurate answers without…
Sub-Asset Maintenance Model
This model helps reduce downtime by forecasting when sub-asset machines will need maintenance, enabling proactive servicing and improved asset reliability.
Ink and Paper Consumption Forecast (IPCF)
The Ink and Paper Consumption Forecast (IPCF) AI model is intended to predict: 1. Ink mileage predictions based on ink type and associated denom; 2. Ink consumption predictions ba…
Inventory Replenishment Forecast
This model helps reduce supply chain disruptions by forecasting vendor performance and item stockouts. It enables proactive sourcing decisions, improves inventory planning, and st…
IDV Model
This model helps forecast long-term inventory turnover to improve IDV utilization and support proactive funding requests.
Anomaly Detection for Data Quality
Anomaly detection model designed to identify potentially erroneous data loads in TCR data. Uses an isolation forest model with aggregated data and automatically runs daily.
Stress Testing Scenarios with Deep Learning
Pilot project to explore neural-network based machine learning methods for creating stress testing scenarios and estimating PnL (profit and loss) on FO (Futures and Options) portf…
MPD Entity Risk Modeling
Entity-level risk modeling project. Use statistical and probabalistic models to predict firms experiencing changes in capital levels. Very early stage R&D effort.
The Advanced Trade Analytics Platform (ATAP)
ATAP aims to provide insights into trends and behaviors in trade activity to support a proactive risk management and enforcement posture in the agency’s mission execution.
Critical Infrastructure Network Anomaly Detection
CyberSentry currently ingests hundreds of terabytes of data from Critical Infrastructure Partners every single day. At petabyte-scale over all collected network data, CyberSentry…
Malware Reverse Engineering
This AI capability uses deep learning to assist CISA analysts with understanding the content of malware samples, automating tasks such as triage and indicator extraction.
Voice Analytics for Investigative Data
Investigative Prioritization Aggregator
This use case intends to solve the problem of overwhelming data volumes that make it difficult for HSI personnel to prioritize high-value targets in criminal investigations.
Text Analytics Data Science Sentence Similarity Model
The Text Analytics capability employs machine learning and data graphing techniques to identify patterns that may indicate potential fraud, national security, and/or public safety…
Automated Target Recognition (ATR) Developments for Standard Screening
AIT systems need to use Automated Target Recognition algorithms to detect objects while maintaining passenger privacy.
Accessible Property Screening (APS) Checkpoint CT Prohibited Items (PI) Detection
The AI solution is needed to look for and classify non-explosive prohibited items, because this AI solution alongside the legacy explosive algorithms provides a complete solution…
Walk-Through Metal Detector (WTMD) Alternative Automated Target Recognition (ATR) Developments
Improve detection over traditional WTMD to include non-metallic threats.
Synthetic data for improved Automated Threat Recognition (ATR) in checkpoint screening
Images are used to train Automated Threat Recognition (ATR) and other AI models and systems to detect prohibited items in the screening processes.
Low Probability of False Alarm (Low-Pfa) Algorithm for on-person screening.
Increase passenger throughput via improve detection performance and decreasing alarm rates and passengers touch rates by 50%
Biometrics Enrollment Tool (BET) Fingerprint Quality Check
This effort aims to maximize the number of successful FBI submissions while minimizing the number of fingerprint recaptures necessary. The output is a Numerical Fingerprint Qualit…
ELIS Evidence Classifier Service
The adjudicators and contractors spends too much time sifting through digital evidence documents for relevant information.
Non-Intrusive Inspection (NII) 3D Imaging Tool
Use millimeter wave data to produce human-interpretable 3D images and cue end users to possible anomalies, helping CBP more effectively and efficiently detect contraband in import…