People Data Labs (PDL) is a San Francisco based data science company that provides clean, rich, and expansive Professional (B2B) and consumer (B2C) profiles. With on demand access to over 1.5B unique person profiles, Companies use PDL’s enrichment API to enhance, complete, link and merge their existing and fragmented records into usable profiles. Once fully enriched, these profiles can be used to optimize various people-related functions such as Lead-Generation, Sales, Recruiting, and Machine Learning.People Data Labs builds and maintains its global dataset using public sources and thousands of participating companies within its Data Union / proprietary data sharing co-op. Customers opt-in to sharing their data and warrant that their data is fully compliant with global data privacy regulations. People Data Labs handles the permissions, compliance tracking, opt-outs, and all other regulatory items. If a customer wishes to ensure anonymity, it works with them to anonymize the data.