Patent Theme

AI-Powered Adaptive Learning & Personalization

Systems leveraging artificial intelligence and machine learning to dynamically adjust educational content, learning paths, goals, or feedback based on individual user performance, progress, or physiological data. This includes generating personalized exercises, recommendations, and adaptive sequencing of knowledge points.

4,665 US filings from 1,262 companies since 2023 · 2023: 1,020 · 2024: 1,103 · 2025: 1,567 · 2026 YTD: 975

Pattern Recognition & ML ModelsEducation & Training

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	251	89	67	65	30	-3.0%
2	Microsoft Technology Licensing, LLC	182	41	44	62	35	+40.9%
3	GOOGLE LLC	134	22	27	51	34	+88.9%
4	SAMSUNG ELECTRONICS CO., LTD.	79	23	18	32	6	+77.8%
5	Capital One Services, LLC	77	16	22	31	8	+40.9%
6	Bank of America Corporation	76	9	13	30	24	+130.8%
7	DELL PRODUCTS L.P.	61	13	12	17	19	+41.7%
8	NEC CORPORATION	57	12	23	15	7	-34.8%
9	Intuit Inc.	51	8	6	23	14	+283.3%
10	Salesforce, Inc.	44	5	12	10	17	-16.7%
11	DeepMind Technologies Limited	43	13	18	10	2	-44.4%
12	TRUIST BANK	43	12	14	10	7	-28.6%
13	2hr Learning, Inc.	42	·	·	17	25	—
14	Huawei Technologies Co., Ltd.	41	10	14	11	6	-21.4%
15	Sony Interactive Entertainment Inc.	41	7	13	11	10	-15.4%
16	The Toronto-Dominion Bank	39	3	·	26	10	—
17	SONY GROUP CORPORATION	33	11	12	6	4	-50.0%
18	KPN INNOVATIONS, LLC.	32	9	15	5	3	-66.7%
19	Adobe Inc.	31	11	12	7	1	-41.7%
20	Oracle International Corporation	31	8	3	8	12	+166.7%
21	The Strategic Coach Inc.	31	·	9	21	1	+133.3%
22	YAHOO ASSETS LLC	31	10	7	10	4	+42.9%
23	ACCENTURE GLOBAL SOLUTIONS LIMITED	30	12	8	7	3	-12.5%
24	Wells Fargo Bank, N.A.	30	3	9	11	7	+22.2%
25	SAP SE	27	10	2	7	8	+250.0%