AI for Schema Development - Online Adaptive Forms
The Generative AI Tool will assist our project team in developing schemas on all non-tax, tax-related or tax forms they are converting to mobile/online adaptive versions. The use…
Using AI to analyze Taxpayer Burden Survey open-ended responses
Large amounts of qualitative data need to be coded to convert to quantitative data for analysis.
Democratizing Data
Identifies which researchers are using National Agriculture Statistics Service (NASS) data, for what purpose, and when they used it.
Operational Water Supply Forecasting for Western US Rivers
Improved predictions of seasonal water supply forecasts to support irrigated agriculture planning.
Approximate String Matching (aka fuzzy matching) to Standardize Data
Entities (producers, commodities, facilities, etc) use different names in our data systems, making accurate analysis by entity impossible without matching and resolving them.
Census of Agriculture Propensity Scores via Machne Learning
The Census of Agriculture is collected every 5 years and requires high participation levels from individuals and agricultural operations to provide relevant agricultural data to t…
FSA FLP Chatbot
This AI use case is researching program handbooks and generating contextually and factually accurate responses from highly technical Farm Loan Program information.
Dynamic Soils Hub
The Dynamic Soils Hub (DS Hub) under the Natural Resources Conservation Service (NRCS) is a tool designed to help both government workers and the public understand and analyze soi…
Cover Crop Mapping
The agency needs to independently check and track the use of cover crops on farms. Yearly maps are made using satellite images and models of plant growth to measure the use of cov…
Planting Date Detection
The agency needs to independently check and confirm the planting dates reported by farmers to ensure the integrity of their programs. Maps containing planting dates are made using…
Acreage and Crop Type Validation
Making sure crop programs are fair and correct, this tool helps the agency validate that the reported field sizes and crop types are accurate.
Vegetation Specifications Suite (VegSpec)
Consistent technical expertise is lacking in the development of conservation practices for producers that need to implement emergency and disaster assistance conservation programs…
ASKTERRA
Geospatial data and models can be difficult to navigate and understand, especially for non-expert geospatial data users. Large language models give users the ability to ask questi…
Recreation One Stop use of AI
There is an administrative burden in booking sites and planning trips to Forest Service land. Recreation One Stop is a tool to support bookings and provide alternatives where ther…
NASS Data Dissemination Agent
National Agriculture Statistics Service (NASS) Data is relatively difficult to retrieve. The intent of this project is to make that data more accessible to users.
Public Comments Analysis
Public comments analysts are overburdened with processing large volumes of public comments. This delays regulatory review and burdens policy staff.
Voiceover App
Recording audio for videos (onboarding, educational materials, etc.) is costly and time consuming.
PHIS Export Library Assistant
Members of the meat industry apply for export certification in Food Safety Inspection Service's (FSIS) Public Health Information System (PHIS) and then FSIS employees review and c…
App feedback model for NLP tasks
The objective is to utilize Natural Language Processing (NLP) with comment reviews for Appfeedback, specifically to identify named entities (NER), profanity, and stop words, and p…
Sentiment analysis for app feedback
Analyzing and summarizing feedback provided by patients and providers for VA Mobile Apps. Identifies trends and makes inferences of "App Feedback" data to provide a scalable solut…
App Feedback categorization model
Consolidating feedback provided by patients and providers for VA Mobile Apps. Simple aggregation of data that provides a dashboard for clients to view and monitor trends.
Medallia Software as a Service (SaaS) - VSignals and ESignals
Ability to take concrete action to address the concerns and pain points of Veterans by case-managing and undertaking service recovery on input/commentary provided by Veterans abou…
Ask VA Inquiry Automated Category Classification System
Primary Problem - Manual Categorization Burden: Veterans and their families currently manually navigate complex category, topic/subtopic selection fields when submitting inquiries…
Loan Guaranty Lender’s Handbook Chatbot
Loan Guaranty Service (LGY) has many policy and procedural documents that are difficult to know and retrieve information for. This AI tool is designed to make the knowledge retrie…