public-data
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Zignal Labs
Zignal Labs is a San Francisco-based intelligence software company that turns publicly available information into structured, real-time situational awareness. Founded in 2011 as political-media startup Politear, it pivoted into broader media analytics and now positions itself as a national-security intelligence company delivering AI and agentic tooling. Its platform ingests billions of open-source signals daily across 100+ languages, using machine learning, computer vision, and OCR to detect narratives, track influence, and flag emerging threats for enterprise, government, and defense customers.
Clementine Jacoby
Clementine Jacoby is the co-founder and CEO of Recidiviz, a nonprofit that untangles the fragmented, decades-old data systems that quietly trap people in the U.S. criminal justice system. A former Google product manager and aerial-hoop acrobat who once taught circus to gang members in Brazil, she built Recidiviz out of a Google volunteer project after watching her own uncle cycle through prison. Within two years of launch, the platform helped states identify and release more than 40,000 people who had already earned their freedom. She is a TED Fellow, a Forbes 30 Under 30 and TIME100 Next honoree, and one of Fast Company's Most Creative People.
PolicyMap
PolicyMap is a Philadelphia-based cloud mapping and data analytics platform that lets anyone build custom maps, reports, and dashboards from more than 75,000 curated indicators drawn from 170-plus public and proprietary sources - no GIS expertise required. Spun out of the Reinvestment Fund, it serves banks, universities, hospitals, governments, and nonprofits that need to turn place-based data into decisions about housing, health, lending, and community investment.