Patent Theme

AI/ML for Optical Data Analysis

Application of machine learning models and algorithms to interpret complex optical sensor data for tasks such as object classification, anomaly detection, health monitoring, or environmental state determination, enhancing automation and decision-making.

13,945 US filings from 2,814 companies since 2023 · 2023: 3,559 · 2024: 4,113 · 2025: 4,163 · 2026 YTD: 2,110

Photometry / Spectrometry

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	506	192	137	115	62	-16.1%
2	Robert Bosch GmbH	366	84	72	147	63	+104.2%
3	SAMSUNG ELECTRONICS CO., LTD.	355	115	95	103	42	+8.4%
4	GOOGLE LLC	323	85	86	94	58	+9.3%
5	CANON KABUSHIKI KAISHA	236	53	68	83	32	+22.1%
6	Nvidia Corporation	218	44	47	74	53	+57.4%
7	Microsoft Technology Licensing, LLC	213	74	63	53	23	-15.9%
8	Adobe Inc.	208	58	73	52	25	-28.8%
9	NEC CORPORATION	192	38	69	51	34	-26.1%
10	Huawei Technologies Co., Ltd.	166	38	38	57	33	+50.0%
11	QUALCOMM Incorporated	148	16	42	65	25	+54.8%
12	Capital One Services, LLC	146	40	53	40	13	-24.5%
13	TENCENT TECHNOLOGY (SHENZHEN) COMPANY LIMITED	146	31	46	48	21	+4.3%
14	DELL PRODUCTS L.P.	143	29	47	35	32	-25.5%
15	Oracle International Corporation	129	37	39	35	18	-10.3%
16	Fujitsu Limited	128	36	35	36	21	+2.9%
17	Amazon Technologies, Inc.	121	32	42	32	15	-23.8%
18	Beijing Baidu Netcom Science Technology Co., Ltd.	112	55	25	21	11	-16.0%
19	SAP SE	106	39	29	23	15	-20.7%
20	SIEMENS HEALTHINEERS AG	102	·	28	48	26	+71.4%
21	GE PRECISION HEALTHCARE LLC	97	25	21	39	12	+85.7%
22	FUJIFILM CORPORATION	89	26	31	26	6	-16.1%
23	SONY GROUP CORPORATION	81	21	25	20	15	-20.0%
24	TATA CONSULTANCY SERVICES LIMITED	79	17	19	29	14	+52.6%
25	ELECTRONICS AND TELECOMMUNICATIONS RESEARCH INSTITUTE	76	20	22	21	13	-4.5%