{"entity":{"iso2":"DE","iso3":"DEU","name":"Germany","slug":"germany"},"indicator":{"licence":"CC BY 4.0 (Our World in Data)","slug":"private-investment-in-artificial-intelligence-cset","source":"Center for Security and Emerging Technology (2026); U.S. Bureau of Labor Statistics (2026) \u2013 with major processing by Our World in Data","source_url":"https://ourworldindata.org/grapher/private-investment-in-artificial-intelligence-cset","title":"Estimated funding raised by privately held AI companies","unit":"constant 2021 US dollars"},"observations":[{"date":"2016-01-01","value":1168520000.0},{"date":"2017-01-01","value":962854000.0},{"date":"2018-01-01","value":3293420000.0},{"date":"2019-01-01","value":1507170000.0},{"date":"2020-01-01","value":3500050000.0},{"date":"2021-01-01","value":5094000000.0},{"date":"2022-01-01","value":5021170000.0},{"date":"2023-01-01","value":4368220000.0},{"date":"2024-01-01","value":5459330000.0},{"date":"2025-01-01","value":22011400000.0}],"summary":{"latest_period":"2025-01-01","latest_value":22011400000.0,"max":22011400000.0,"mean":5238610000.0,"min":962854000.0,"of":81,"rank":2,"trend":"volatile"}}