Question 1

How is the AI adoption score calculated for California companies?

Accepted Answer

Each company's score is a 0-100 blend of four signals: AI hiring share (LinkedIn job postings tagged AI/ML), tech-stack adoption (number of public AI vendor integrations), case-study density (independently verifiable AI deployments), and exec disclosure (board, earnings-call, and senior LinkedIn mentions). The score is re-derived monthly so trajectory matters as much as the snapshot.

Question 2

What does an average score of 60 mean for California?

Accepted Answer

An average of 60 places California near the national median (~60). Companies clustering at 65-70 are typically running production AI workloads with measurable KPIs; companies in the 50-64 band are piloting; below 50 means early or no public adoption signal.

Question 3

Which California industries lead in AI adoption?

Accepted Answer

Within California, the largest representations on this leaderboard are Hospital And Health Care (415 companies), Health systems & hospitals (379 companies), Financial Services (275 companies), Information Technology And Services (241 companies). Industry concentration matters: a handful of dense AI-native sectors typically anchors a state's top-quartile cluster, while the long tail captures cross-industry early adopters.

Question 4

How often is the California leaderboard updated?

Accepted Answer

The underlying company-level scores recompute monthly. Pages on this site rebuild from those scores within 24 hours of the recompute. New companies enter the leaderboard as we discover and verify them through our enrichment pipeline (LinkedIn parsing, NAICS classification, AI-vendor integration detection).

Question 5

How can I get my California company added or its score reviewed?

Accepted Answer

If your company is missing or you believe its score is materially out of date, request a review at /contact. We recompute scores on demand for verified companies; turnaround is usually 5-10 business days.

Question 6

Can I download the California leaderboard data?

Accepted Answer

Per-state CSV exports are not yet available as a self-serve endpoint. Reach out at /contact with the use case (research, journalism, internal benchmarking) and we'll provision a one-time export.

#	Company	Stage	Key Opportunity	Industry
1	Boskovich Farms	Basic		Food Production
2	Bradfordbarthel	Basic		Legal Services
3	Busine	Basic	Automated Client Onboarding and Document Verification	Financial Services
4	Callan	Basic	Automated Client Onboarding and KYC Verification	Financial Services
5	Cargo Solution Express	Basic	Automated Freight Load Matching and Optimization	Transportation Trucking Railroad
6	CASHet	Basic	Automated Client Onboarding and Document Verification	Financial Services
7	Castle Dental	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
8	Caylent	Basic		Computer Software
9	cCARE	Basic	Automated Patient Intake and Registration	Medical Practice
10	Cccfpd	Basic		Public Safety
11	Centaurus Financial Inc.®	Basic	Automated Client Onboarding and Document Verification	Financial Services
12	Centura Wealth Advisory	Basic	Automated Client Onboarding and KYC Verification	Financial Services
13	Chaminade Resort & Spa	Basic		Hospitality
14	Chevronfcu	Basic		Finance
15	Children's Dental FunZone!	Basic	Automated Appointment Scheduling and Rescheduling	Medical Practice
16	CHOICE Administrators	Basic	Automated Claims Processing and Adjudication	Insurance
17	Chsica	Basic		Hospital And Health Care
18	Clever Care Health Plan	Basic	Automated Member Inquiry Triage and Routing	Insurance
19	Cliffwater	Basic	Automated Client Onboarding and KYC Verification	Financial Services
20	Cloudinary	Basic		Technology Information And Internet
21	Community Partners	Basic		Non Profits And Non Profit Services
22	Compulink Advantage	Basic		Information Technology And Services
23	Considine & Considine	Basic	Automated Client Onboarding and Document Collection	Accounting
24	Cpintl	Basic		Hospital And Health Care
25	Crittenton	Basic		Hospital And Health Care
26	crmit	Basic		Computer Software
27	Curtin Maritime, Corp.	Basic		Maritime
28	Desert Oasis Healthcare	Basic	Automated Prior Authorization Processing	Hospital And Health Care
29	dw-drums	Basic		Consumer Goods
30	Ebaratech	Basic		Semiconductors
31	Ellis George	Basic	Automated Document Review and Analysis for Discovery	Law Practice
32	Elmonte RV	Basic		Leisure Travel And Tourism
33	ENDOSCOPY CENTER	Basic	Automated Patient Pre-Registration and Eligibility Verification	Operations
34	Epic Care	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
35	ETTA	Basic		Non Profit Organizations
36	Executive Scheduling Associates	Basic	Automated Client Onboarding and Data Verification	Financial Services
37	Facey Medical Group & Facey Medical Foundation	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
38	FILTEC	Basic		Machinery
39	Finance Foresight	Basic	Automated Client Onboarding and KYC Verification	Financial Services
40	First Entertainment Credit Union	Basic		Banking
41	Four Sisters Inns	Basic		Hospitality
42	FreeWire Technologies	Basic		Environmental Services And Clean Energy
43	Fresno Housing	Basic		Government Administration
44	Genske Mulder & Company	Basic	Automated Client Inquiry Triage and Routing	Accounting
45	George Smith	Basic	Automated Client Onboarding and KYC Verification	Financial Services
46	Gighubinc	Basic		Telecommunications
47	Glass Lewis	Basic	Automated Client Onboarding and Data Ingestion	Financial Services
48	Glasstile	Basic		Glass Ceramics And Concrete
49	GRID Alternatives	Basic		Environmental Services And Clean Energy
50	GRYPHON FINANCIAL GROUP	Basic	Automated Client Onboarding and Document Verification	Financial Services
51	HackerOne	Basic		Computer And Network Security
52	HALO Precision Diagnostics	Basic		Medical And Diagnostic Laboratories
53	Hanzo	Basic		Cosmetics
54	Hog Island Oyster Co.	Basic		Food And Beverages
55	Home365	Basic		Real Estate
56	HST Pathways	Basic		Information Technology And Services
57	inductive-automation	Basic		Industrial Automation
58	IN STEPPS	Basic		Individual And Family Services
59	IronPlanet	Basic		Internet
60	Irvine Valley College	Basic		Higher Education
61	ISBX	Basic		Computer Software
62	Jiva Health	Basic	Automated Patient Appointment Scheduling and Rescheduling	Hospital And Health Care
63	Johanson Transportation Service	Basic	Automated Freight Dispatch and Load Optimization	Transportation Trucking Railroad
64	JonesTrading	Basic	Automated Client Onboarding and KYC Verification	Financial Services
65	Jordanlink	Basic		Real Estate
66	Kal Freight	Basic		Transportation Trucking Railroad
67	kandji-inc	Basic		Computer Software
68	KCAO	Basic		Non Profits And Non Profit Services
69	Knox Services	Basic	Automated Client Intake and Document Assembly	Legal Services
70	Kts Law	Basic		Law Practice
71	Laapoa	Basic		Law Enforcement
72	Lagunitas	Basic		Food And Beverages
73	Larkin Street Youth Services	Basic		Non Profits And Non Profit Services
74	LASSENS	Basic		Food And Beverages
75	Liberty Group	Basic	Automated Client Onboarding and Document Verification	Financial Services
76	Lodge Torrey Pines	Basic		Hospitality
77	Lsa	Basic		Environmental Services And Clean Energy
78	Marine Layer	Basic		Apparel And Fashion
79	Mazzetti	Basic		Mechanical Or Industrial Engineering
80	McCarthy & Holthus	Basic	Automated Intake and Document Review for New Cases	Law Practice
81	Medical Anesthesia Consultants	Basic	Automated Patient Appointment Scheduling and Confirmation	Medical Practice
82	Metrolink	Basic		Transportation Trucking Railroad
83	Mission Protection Services	Basic		Security And Investigations
84	MJC	Basic		Higher Education
85	Mobiveil	Basic		Semiconductors
86	Mortgage Capital Trading	Basic	Automated Trade Reconciliation and Exception Handling	Financial Services
87	MyCase	Basic		Legal Services
88	Nasif Hicks Harris &	Basic	Automated Client Data Ingestion and Validation	Accounting
89	national mi	Basic		Insurance
90	Navix Diagnostix	Basic	Automated Prior Authorization Processing	Hospital And Health Care
91	NCCF Cares	Basic		Individual And Family Services
92	North Bay Eye Associates	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
93	NurseRegistry	Basic		Hospital And Health Care
94	Oakland Public Library	Basic		Libraries
95	ONES	Basic		Computer Software
96	Pivot Bio	Basic		Biotechnology
97	PlanetPro	Basic		Management Consulting
98	PP&Co	Basic	Automated Tax Document Ingestion and Categorization	Accounting
99	Primary Medical Group	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
100	Priority Tax Relief	Basic	Automated Client Onboarding and Document Collection	Financial Services

Top AI-ready companies in California — 18,016 ranked

Which 18,016 ranked companies lead in AI adoption?

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