- What We Do -
Business data systems can be difficult to evaluate. You frequently do not know the groundtruth of your decisions. Our technology can help when groundtruth is unavailable, expensive, or private.
Our main data measurement tool—Groundseer—allows you to determine which classifier is the most accurate among those that are making labeling decisions and to know the prevalence of true labels.
Better than “wisdom of the crowds”, Groundseer provides the correct “minority report”. It can curate a data stream quickly and inexpensively.
- Applications -
Groundseer, in particular, has a variety of possible applications including bioinformatics, national security, medical imaging, online advertising/marketing, and data retrieval. It is particularly suited to the world of artificial intelligence.
Self-driving cars can automatically detect which algorithms or sensors are failing or underperforming.
Robotic machines can perform self-assessments on sensors so as to discount bad or failing ones.
Security classifiers can detect “intrusion” signals to ensure security software operates using multiple algorithms simultaneously in a whole-is-greater-than-the-sum-of-its-parts scanning operation. Faulty cameras, for instance, could be detected instantly.
Image analysis and bioinformatics classifiers can recognize alterations in genetic sequences to enable a decision of whether cells are likely to be cancer or not. A similar assessment could be done using information extracted from images of cells or tissues.
Online, the degree of correlation among classifiers making labeling decisions could be continuously monitored.
Large datasets can be turned into training data with precise knowledge of the quality of the labels.
- Contact Us -
Let us talk to you about your data and what you need to understand about it and aim to do. We can help you reach your objectives through our customizable measurement techniques and insights.