Joint Committee on Taxation Review Research Aide
The Joint Committee on Taxation Review (JCTR) Research Aide is a generative AI (GenAI) system that uses Retrieval Augmented Generation (RAG) search to answer questions on JCTR pol…
Ask-CFO Research Aide
Ask-CFO is an extension of the Research Aide developed using a COTS platform originally designed for the Joint Committee on Taxation Research Aide (JCR) and Internal Revenue Manua…
Sandbox for Large Language Model Research
This sandbox would enable IRS Criminal Investigation (CI) to research, test, and customize Large Language Model (LLM) AI tools to increase operational efficiencies within IRS-CI.…
Tax Disclosure Text Clustering
This project takes written data from uncertain tax disclosures, cleans up errors in the text, incorporates additional attachment information not present in the Compliance Data War…
Employee Retention Credit Text Clustering
Application of Line-Item Consolidation algorithm to identify highly similar text and apply additional features to similar clusters to enable identification of suspicious texts.
Qualitative Text Classification for Analysis
The AI tool, leveraging internal large language models, is intended to increase the operational efficiency of qualitative research within Small Business / Self-Employed (SB/SE) Re…
Digitalization AI Agent
The AI will solve functions involved with the large inventory of disparate digitalization projects and systems that make them difficult to organize.
Line-Item Consolidation for Form 1120
Large Business & International (LB&I) partnerships have a variety of forms and statements that include text. Filings include semi-structured attachments to returns that consist of…
Statistical Information Services Customer Correspondence Analytics
Statistics of Income (SOI) has collected years' worth of customer correspondence. While having this information has been useful for historical documentation proposes, it is appar…
1040X AI Transcription
This project is meant to improve IRS capabilities to extract information from images and pdfs.
Resume Ranking Engine
Career alignment problem by bridging the gap between employees and job opportunities. Employees struggle to understand how well their resume aligns with specific job roles. AI wil…
Form 4546 IDR Question-Answering Automation
Use of Large Language Models (LLMs) to automatically assess whether taxpayers have addressed the questions raised by Large Business and International (LB&I) Revenue Agents in Info…
AI Assisted Business Process Mapping
This project utilizes Large Language Model (LLM) to produce a library of IRS business process maps and optionally integrate them into knowledge graphs based on Internal Revenue Ma…