A data science consulting firm dedicated to advancing equity and realizing justice.
How we help
Grounded by a unique mission to improve the modernity, efficacy, and reliability of legal investigations, we blend traditional investigative approaches with contemporary data science methods to support equity-driven litigation. We’re here to analyze data and employ artificial intelligence in ways that civil rights lawyers, criminal defense investigators, and all those fighting for a more equal world can trust.
Proud to support change makers at
We support equity-driven litigation by offering
Machine Learning Training and Deployment
Focusing on reliability and a unique commitment to data privacy, we leverage case-specific data to train custom machine learning models, complemented by the use of secure, private pretrained models.
Thoughtfully Designed Tools and Databases
Prioritizing accessibility, Equalysis provides all community partners with complimentary access to regularly updated investigative tools and databases.
Case - Specific Data Preprocessing and Statistical Reports
Real-world data is messy. We offer comprehensive data cleaning and preprocessing services to ensure our clients’ data is ready for rigorous statistical analysis. Our services cover a range of specialized tasks, including tabulation of unstructured data, conversion of textual location descriptions into geographic coordinates, and private transcription of sensitive audio.
Explore our member network tools
Prison Operations Snapshot
Utilizes time series forecasting techniques alongside a custom-developed random forest model to monitor facility-level population dynamics, track lockdown events, and project future closure risks. Population and operational data are collected daily from 122 federal facilities.
Text Embedding Manager
An intuitive application allowing users to search for sentences in a collection of .txt files that are semantically similar to a given target sentence. It can be thought of as a sophisticated Control+F that matches sentence meaning instead of the words themselves.
Local Transcriber
A video transcription tool employing private, local neural networks to transcribe video files into text. Transcription output includes both spoken content from videos and related timestamps.
Let’s talk
Schedule a consultation today to discuss how Equalysis can best support you and your work. We’d love to meet you!