Local GenAI Pilot
Local Large Language Models (LLMs) will help in local no software/hardware (SW/HW) cost. LLMs will position IRS for sustainable AI services and AI tool integrations and mitigate m…
Internal Revenue Manual Research Aid (IRMA)
The Internal Revenue Manual (IRM) Research Aide (IRMA) is a generative AI (GenAI) system that uses Retrieval Augmented Generation (RAG) search to answer questions on IRM policies…
Answering Employee Questions with Natural Language Processing in IRWorks
The purpose of the Artificial Intelligence (AI) element of the IRWorks platform is to utilize natural language to respond to common user questions about IRWorks knowledge base (KB…
Form 990N Machine Learning Model
The goal of this model is to predict non-eligible Form 990N filers as part of a data driven approach to identify non-compliance within the population of exempt organizations (EOs)…
Synthetic Data Engine
This AI based synthetic data generator provides synthetic data for a robust, large-scale dataset consistent with US Population Data Heuristics for testing and advanced analytics b…
IRS IaaP Accelerator ( AI-Powered Infrastructure as a Product Accelerator)
Federal agencies face slow, manual, and error-prone infrastructure delivery: Cloud adoption is blocked by governance bottlenecks (NIST, FedRAMP, IRS 1075). Compliance evidence is…
Zero Paper AI Routing for Digitalization
The Zero-Paper Initiative (ZPI) aims to eliminate the flow of paper into the IRS. As a result, all non-tax, mail submissions from taxpayers will be scanned through external vendor…
Modular Code Assistant (Explain & Refactor Small Methods) for Automation Test Application Development
Assist test automation team by explaining or suggesting improvements to individual Java methods or classes below 100 lines. Ideal for improving understanding and accelerating onb…
Integrated Financial Management Information System (IFMIS)
This initiative enables quantitative decision-making that supports improved budget forecasting, formulation, planning, execution, and reporting based on approved methodologies.
Integrated Data Retrieval System Modernization
IDRS currently operates on a mainframe with millions of lines of COBOL, Assembler, and C++. The AI tool automates code conversion to Java and migrates data to relational databases…
Ticket Management Generative AI Pilot
As part of a Chief Technology Officer (CTO) sponsored objective to enable and utilize Generative Artificial Intelligence (Gen AI) capabilities the User and Network Services Inform…
Legislative Analysis Tool
The Legislative Analysis tool is a comprehensive tool for tracking, analyzing, and managing legislative and regulatory changes. It provides the following benefits: Real-time updat…
F1023 Hybrid NLP and ML Pipeline
The model attempts to predict non-compliance among tax-exempt entities by leveraging embedding-based feature extraction feeding a downstream classifier.
Enterprise Systems Testing Generative Pre-Trained Transformer (EST Knowledge Source and Documentation AI Tool)
The EST GPT project is intended to solve the problem of inefficient and fragmented access to organizational knowledge by creating a centralized, AI-powered repository for document…
AI-Augmented Software Modernization and Insight
The IRS maintains a large portfolio of complex Java/Spring Boot applications that accumulate technical debt, dependency conflicts, and inconsistent coding practices. Manually iden…
AI-Powered Enterprise Standard Portfolio (ESP) for End-to-End Technology Lifecycle
The core problem the AI is intended to solve lies in the fragmented and highly manual nature of how commercial off-the-shelf technologies are managed throughout their life cycle.…