Performance Modeling / Performance Forecasting
Estimating the number or requests that can be processed by a FOIA processor or bureau each year.
FOIA Request Conceptual Similarity Tool (Semantic Similarity Score Generation)
Identifying contextually similar FOIA requests received by the department.
FOIA Request Clustering Tool (Embedding based clustering alongside Term Frequency – Inverse Document Frequency (TF-IDF))
Identifying FOIA requests that share lexical and/or semantic similarity.
Enabling FOIA Request Clustering Capability in the Document Review Platform (Density Based Algorithm alongside Term Frequency – Inverse Document Frequency (TF-IDF))
Identifying Contextually Similar FOIA Requests. Developed in house is selected because while the document review platform is used it is not an out of the box functionality.
FOIA Request Lexical Similarity Tool in the Document Review Platform (Term Frequency – Inverse Document Frequency (TF-IDF) - Cosine)
Identifying Similar FOIA Requests
Microsoft eDiscovery Attorney-Client Privilege Detection
Identifying information subject to a FOIA exemption.
Document Review Platform Generative AI
FOIA Request Processing is the resource intensive step of the process that would benefit from AI assistance and optimization.
FOIA Record Pre-Review Tool
Records review is a the resource intensive step of FOIA request processing that would most benefit from AI assistance and optimization.