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Patent Theme

AI/ML for Industrial Process Optimization

Applying machine learning and artificial intelligence models to analyze industrial data, predict system behavior, and optimize control strategies for improved efficiency, quality, or environmental compliance in manufacturing and operations.

6,340 US filings from 1,429 companies since 2023 · 2023: 1,381 · 2024: 1,768 · 2025: 2,090 · 2026 YTD: 1,101

Industrial Control Systems

Top companies

Ranked by filings in this theme since 2023. 2026 is partial.

#CompanySince 20232023202420252026 YTDYoY
1International Business Machines Corporation48716613413255-1.5%
2Rockwell Automation Technologies, Inc.289576510958+67.7%
3Siemens Aktiengesellschaft13227454317-4.4%
4DELL PRODUCTS L.P.12414384725+23.7%
5Microsoft Technology Licensing, LLC11730313521+12.9%
6ABB Schweiz AG11022313720+19.4%
7Capital One Services, LLC10316304215+40.0%
8SAMSUNG ELECTRONICS CO., LTD.9129143216+128.6%
9Robert Bosch GmbH8610243616+50.0%
10Huawei Technologies Co., Ltd.8515233710+60.9%
11SAP SE8420193114+63.2%
12Honeywell International Inc.8012241826-25.0%
13GOOGLE LLC792420314+55.0%
14CHENGDU QINCHUAN IOT TECHNOLOGY CO., LTD.703017212+23.5%
15Telefonaktiebolaget LM Ericsson (publ)64624286+16.7%
16Oracle International Corporation611420189-10.0%
17NEC CORPORATION6013211412-33.3%
18ACCENTURE GLOBAL SOLUTIONS LIMITED59212459-79.2%
19TATA CONSULTANCY SERVICES LIMITED5810182010+11.1%
20Hitachi, Ltd.561919810-57.9%
21Fujitsu Limited551915147-6.7%
22Bank of America Corporation528111914+72.7%
23Amazon Technologies, Inc.489121116-8.3%
24Nvidia Corporation465121514+25.0%
25INTEL CORPORATION451115127-20.0%