Private AI

Being able to manage the data and information within a company’s infrastructure is critical for properly assessing when sensitive information is either being mismanaged or to report an “all clear” when company policies are being followed as intended. As you may be already aware, Private AI provides PII detection and redaction services to enable companies … Read more

Twilio Segment is a great centralized platform for storing customer data. However, it’s unlikely Segment will be your only application that needs the data. Most of us will need to download customer information from Segment, store it in the data lake, propagate the data to reporting software, and populate a few backend databases. All of … Read more

At Private AI, we pride ourselves on making scalable solutions for large companies, small businesses, and government institutions that need to securely handle the potentially sensitive data and information that is flowing through their infrastructure. We understand the importance of maintaining data privacy and meeting regulatory compliance standards, and our goal is to ensure that … Read more

Introduction Data lakes are messy with vast amounts of data scattered everywhere as they serve as repositories for a myriad of structured and unstructured data. Amidst this chaos lies a treasure trove of valuable and sometimes sensitive information, including data that can directly or indirectly identify individuals, known as Personally Identifiable Information (PII). As organizations … Read more

Let’s say you need to run sentiment analysis on a PII in dataset of reviews. You will use one of the pre-trained models offered by HuggingFace. There is only one problem: Your reviews contain names, addresses, and other Personal Identifiable Information (PII). What should you do? We can say what you shouldn’t do. Never send … Read more