{"slug":"ai-in-annual-reports","title":"Share of SEC annual reports mentioning artificial intelligence","unit":"percent of 10-K filings","generated_at":"2026-08-24T22:22:32+00:00","source":{"tier":"A","producer":"U.S. Securities and Exchange Commission, EDGAR full-text search","url":"https://efts.sec.gov/LATEST/search-index","retrieved_at":"2026-08-24T22:22:32+00:00","license":"U.S. Government work, public domain"},"upstream":["EDGAR FTS forms=10-K q=\"artificial intelligence\"","EDGAR FTS forms=10-K q=\"machine learning\"","EDGAR FTS forms=10-K q=\"generative artificial intelligence\"","EDGAR FTS forms=10-K q=\"large language model\"","EDGAR FTS forms=10-K q=\"artificial general intelligence\"","EDGAR FTS forms=10-K q=\"artificial intelligence agents\"","EDGAR FTS forms=10-K q=(none) as denominator"],"transform":"For the January-to-June filing season of each year from 2015 to 2026, the number of 10-K filings whose full text contains the exact phrase, divided by the number of 10-K filings in the same window retrieved by the same query with the phrase removed. Counts are of DOCUMENTS containing the phrase at least once, not of mentions.","verification":{"ok":true,"checks":[{"name":"completeness","passed":true,"detail":"12 of 12 annual filing seasons"},{"name":"same_season","passed":true,"detail":"windows end 2015-06 and 2026-06"},{"name":"denominator_stable","passed":true,"detail":"annual reports in the January-June window range 6,246 to 7,334 across 12 years (17% spread), so a rising rate is not an artefact of filing volume"},{"name":"phrase_containment","passed":true,"detail":"the narrower phrase never outcounts the phrase it contains"},{"name":"exact_totals","passed":true,"detail":"every total was returned by EDGAR with relation 'eq'; capped totals raise rather than publish"},{"name":"same_form_type","passed":true,"detail":"numerator and denominator are both counts of 10-K filings over identical date windows"}]},"meta":{"form":"10-K","terms":["artificial intelligence","machine learning","generative AI","large language model","artificial general intelligence","AI agents"],"first_period":"2015","last_period":"2026","ai_pct_first":0.4,"ai_pct_last":58.3,"filings_first":7328,"filings_last":6246},"notes":["A mention is not adoption. A phrase appearing in a risk factor and the same phrase appearing in a strategy section both count once.","EDGAR full-text search covers filings from 2001 onward and matches exact phrases.","Counts are of filings, not companies: a company filing an amended annual report in the same window is counted twice.","Each observation covers 1 January to 30 June, the window in which the large majority of American annual reports are filed. Holding the window fixed keeps the population of filers comparable from year to year."],"row_count":12,"rows":[{"period":"2015","start":"2015-01-01","end":"2015-06-30","filings":7328,"artificial intelligence__n":27,"artificial intelligence__pct":0.4,"machine learning__n":37,"machine learning__pct":0.5,"generative AI__n":0,"generative AI__pct":0,"large language model__n":0,"large language model__pct":0,"artificial general intelligence__n":0,"artificial general intelligence__pct":0,"AI agents__n":0,"AI agents__pct":0},{"period":"2016","start":"2016-01-01","end":"2016-06-30","filings":6941,"artificial intelligence__n":39,"artificial intelligence__pct":0.6,"machine learning__n":57,"machine learning__pct":0.8,"generative AI__n":0,"generative AI__pct":0,"large language model__n":0,"large language model__pct":0,"artificial general intelligence__n":0,"artificial general intelligence__pct":0,"AI agents__n":0,"AI 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Attribute DFX Intelligence and link to the story."}