← All themesDocument & Information Extraction
Methods and systems for identifying, extracting, and structuring specific entities, relationships, or insights from text-based documents, often involving techniques like named entity recognition, relation extraction, or summarization.
7,629 US filings from 1,521 companies since 2023 · 2023: 2,110 · 2024: 2,280 · 2025: 2,152 · 2026 YTD: 1,087
Natural Language Processing
Top companies
Ranked by filings in this theme since 2023. 2026 is partial.
| # | Company | Since 2023 | 2023 | 2024 | 2025 | 2026 YTD | YoY |
|---|
| 1 | International Business Machines Corporation | 505 | 199 | 148 | 113 | 45 | -23.6% |
| 2 | Microsoft Technology Licensing, LLC | 280 | 81 | 81 | 82 | 36 | +1.2% |
| 3 | SAP SE | 205 | 39 | 68 | 65 | 33 | -4.4% |
| 4 | Capital One Services, LLC | 166 | 35 | 60 | 53 | 18 | -11.7% |
| 5 | Adobe Inc. | 164 | 47 | 42 | 52 | 23 | +23.8% |
| 6 | Intuit Inc. | 160 | 50 | 41 | 41 | 28 | 0.0% |
| 7 | Oracle International Corporation | 145 | 36 | 38 | 43 | 28 | +13.2% |
| 8 | JPMORGAN CHASE BANK, N.A. | 131 | 26 | 30 | 52 | 23 | +73.3% |
| 9 | DELL PRODUCTS L.P. | 113 | 25 | 28 | 39 | 21 | +39.3% |
| 10 | GOOGLE LLC | 110 | 34 | 34 | 26 | 16 | -23.5% |
| 11 | Palantir Technologies Inc. | 89 | 28 | 23 | 30 | 8 | +30.4% |
| 12 | Amazon Technologies, Inc. | 70 | 18 | 19 | 26 | 7 | +36.8% |
| 13 | ACCENTURE GLOBAL SOLUTIONS LIMITED | 67 | 22 | 25 | 11 | 9 | -56.0% |
| 14 | NEC CORPORATION | 67 | 14 | 13 | 21 | 19 | +61.5% |
| 15 | Bank of America Corporation | 66 | 20 | 29 | 11 | 6 | -62.1% |
| 16 | Salesforce, Inc. | 63 | 12 | 22 | 21 | 8 | -4.5% |
| 17 | Robert Bosch GmbH | 60 | 18 | 21 | 11 | 10 | -47.6% |
| 18 | Docusign, Inc. | 58 | 11 | 18 | 19 | 10 | +5.6% |
| 19 | Wells Fargo Bank, N.A. | 56 | 7 | 23 | 20 | 6 | -13.0% |
| 20 | Splunk Inc. | 55 | 28 | 20 | 7 | · | -65.0% |
| 21 | TATA CONSULTANCY SERVICES LIMITED | 55 | 20 | 21 | 11 | 3 | -47.6% |
| 22 | PAYPAL, INC. | 54 | 18 | 14 | 18 | 4 | +28.6% |
| 23 | Thomson Reuters Enterprise Centre GmbH | 51 | 12 | 23 | 11 | 5 | -52.2% |
| 24 | Beijing Baidu Netcom Science Technology Co., Ltd. | 48 | 23 | 12 | 9 | 4 | -25.0% |
| 25 | Optum, Inc. | 45 | 12 | 9 | 18 | 6 | +100.0% |