How is the AI adoption score calculated for California companies?

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.

What does an average score of 60 mean for California?

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.

Which California industries lead in AI adoption?

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.

How often is the California leaderboard updated?

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).

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

If your company is missing or you believe its score is materially out of date, request a review at /contact.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.

Can I download the California leaderboard data?

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.

State AI Adoption Leaderboard

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

Ranked leaderboard of 18016 California companies by Meo AI adoption score. Updated 2026-05-14.

18016

Companies Scored

Avg Adoption Score

Basic

Top Stage

Which 18,016 ranked companies lead in AI adoption?

What is the average AI adoption score in 18,016 ranked?
Who are the top AI adopters headquartered in 18,016 ranked?

#	Company	Stage	Key Opportunity	Industry
1	Gursey	Basic	Automated Client Inquiry Triage and Routing	Accounting
2	Harshwal & Company	Basic	Automated Client Document Ingestion and Categorization	Accounting
3	Harvard Eye Associates	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
4	HealthPRO Canada	Basic	Automated Patient Intake and Registration	Hospital And Health Care
5	Healthy Smiles Family Dentistry	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
6	Hoag Orthopedic Institute	Basic	AI-Powered Pre-Authorization and Claims Management	Hospital And Health Care
7	Hobbes Innovation	Basic		Computer Networking
8	Home Mortgage Alliance Corporation NMLS #1165808	Basic	Automated Loan Application Data Extraction and Verification	Financial Services
9	Hood & Strong	Basic	Automated Client Inquiry Triage and Routing	Accounting
10	Hospitality Dental	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
11	Humboldtgov	Basic		Government Administration
12	IdealTax	Basic	Automated Client Onboarding and Document Verification	Financial Services
13	Independent Financial Group	Basic	Automated Client Onboarding and Document Processing	Financial Services
14	InterWest Insurance Services	Basic	Automated Commercial Claims Triage and Assignment	Insurance
15	Intrepid Investment Bankers	Basic	Automated Due Diligence Document Review	Investment Banking
16	ISU Steadfast Insurance Agency Network	Basic	Automated Commercial Insurance Policy Renewal Processing	Insurance
17	J D Factors	Basic	Automated Client Onboarding and Document Verification	Financial Services
18	JD Group Logistics	Basic	Automated Freight Load Matching and Optimization	Logistics And Supply Chain
19	Johanson & Yau	Basic	Automated Client Inquiry Triage and Response	Accounting
20	KBF Advisory	Basic	Automated Client Inquiry Triage and Routing	Accounting
21	KCC Capital	Basic	Automated Client Onboarding and KYC Verification	Financial Services
22	Kranz Consulting	Basic	Automated Client Inquiry Triage and Routing	Accounting
23	Laser Eye Center	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
24	Licensed Clinical Psychologist	Basic	Automated Intake and Scheduling for New Patients	Higher Education
25	Lincoln Aquatics	Basic		Recreational Facilities And Services
26	LTS	Basic		It Services And It Consulting
27	Mee Memorial Healthcare System	Basic	Automated Patient Intake and Registration	Hospital And Health Care
28	MullinTBG a Prudential Financial company	Basic	Automated Client Onboarding and Data Verification	Financial Services
29	NAMM California	Basic	Automated Patient Intake and Registration	Hospital And Health Care
30	Navolio & Tallman	Basic	Automated Client Document Ingestion and Categorization	Accounting
31	NEO Tech	Basic		Electronic And Precision Equipment Maintenance
32	Newincentives	Basic		Non-Profit Organization Management
33	Nilson Report	Basic	Automated Client Onboarding and KYC Verification	Financial Services
34	Nlbwa La	Basic		Non Profits And Non Profit Services
35	Noble Street Advisors	Basic	Automated client onboarding and data collection	Accounting
36	NORCAL Group	Basic	Automated Claims Triage and Data Entry	Insurance
37	Olympia Medical Center	Basic	Automated Patient Intake and Registration	Hospital And Health Care
38	Omnicell	Basic		Pharmaceutical Manufacturing
39	Pacific Crane Maintenance Company	Basic	Automated Predictive Maintenance Scheduling for Port Equipment	Logistics And Supply Chain
40	PARS	Basic	Automated Client Onboarding and KYC Verification	Financial Services
41	Pathway Capital Management	Basic	Automated Client Onboarding and KYC Verification	Investment Management
42	Pinnacle Claims Management	Basic	Automated First Notice of Loss (FNOL) Intake and Triage	Insurance
43	Pmi Svc	Basic		Non Profits And Non Profit Services
44	Premier Dermatology	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
45	PrideStaff Financial	Basic	Automated Accounts Payable Invoice Processing	Accounting
46	ProSearch	Basic	Automated Legal Document Review and Analysis	Legal Services
47	QASource	Basic		Computer Software
48	Rady Children's Physician Management Services	Basic	Automated Patient Intake and Registration	Hospital And Health Care
49	Rancho Mesa Insurance Services	Basic	Automated Commercial Insurance Application Intake	Insurance
50	Raymond West	Basic	Automated Freight Documentation Processing	Logistics And Supply Chain
51	REE Medical	Basic	Automated Patient Intake and Registration	Consumer Services
52	Regal Medical Group	Basic	Automated Prior Authorization Processing	Hospital And Health Care
53	Retinal Consultants Medical Group	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
54	Rotary District 5240	Basic		Philanthropy
55	Saddleback Medical Group	Basic	Automated Patient Intake and Registration	Hospital And Health Care
56	SageView Advisory Group	Basic	Automated Client Onboarding and Document Management	Financial Services
57	San Diego Sports Medicine & Family Health Center	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
58	Seedcg	Basic		Non Profits And Non Profit Services
59	SES Risk Solutions	Basic	Automated Claims Triage and Data Extraction	Insurance
60	Sierra Pacific Orthopedics	Basic	Automated Patient Intake and Registration	Medical Practice
61	Sigue	Basic		Wholesale
62	Slatt Capital	Basic	Automated Client Onboarding and Document Verification	Financial Services
63	Sohnen	Basic		Consumer Electronics
64	Solano Dermatology Associates	Basic	Automated Patient Intake and Pre-visit Information Gathering	Health, Wellness And Fitness
65	Southern Marin Mothers Club	Basic		Non Profits And Non Profit Services
66	SSG	Basic		Non Profits And Non Profit Services
67	Storer Coachways	Basic		Transportation Trucking Railroad
68	Stride	Basic	Automated Client Onboarding and Data Intake	Accounting
69	St. Thomas Health Care	Basic		Hospital And Health Care
70	Superior HCM	Basic		Hospital And Health Care
71	SureCo	Basic	Automated Claims Processing and Triage	Insurance
72	Surgical Affiliates Management Group	Basic	Automated Prior Authorization Processing	Hospital And Health Care
73	Symphony Risk Solutions	Basic	Automated Claims Triage and Data Extraction	Insurance
74	Tahoe Forest Health System	Basic	Automated Patient Intake and Registration	Hospital And Health Care
75	Tang+Company	Basic	Automated Patient Appointment Scheduling and Rescheduling	Hospital And Health Care
76	TDIC	Basic	Automated Claims Processing and Triage	Insurance
77	Teague Insurance Agency	Basic	Automated Claims Processing and Triage	Insurance
78	Terra Nova Medical Clinics	Basic	Automated Patient Intake and Registration	Hospital And Health Care
79	The Bahnsen Group	Basic	Automated Client Onboarding and Document Management	Financial Services
80	Thebike	Basic		Gambling And Casinos
81	Third Way Health	Basic	Automated Patient Intake and Registration	Hospital And Health Care
82	Titmouse	Basic		Animation
83	TPC	Basic	Automated Client Onboarding and KYC Verification	Financial Services
84	TRISTAR Insurance Group	Basic	Automated Claims Triage and Initial Assessment	Insurance
85	United Indian Health Services	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
86	Unovon	Basic		Telecommunications
87	Venbrook	Basic	Automated Claims Processing and Triage	Insurance
88	VibrantCare Rehabilitation	Basic	Automated Patient Intake and Registration	Health, Wellness And Fitness
89	Vikas Datta	Basic	Automated Client Onboarding and Document Verification	Financial Services
90	Washington Health	Basic	Automated Patient Intake and Registration	Hospital And Health Care
91	Washington Township Medical Foundation	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
92	Wesierski & Zurek	Basic	Automated Legal Document Review and Analysis	Law Practice
93	Wheeler Accountants	Basic	Automated Client Onboarding and Data Collection	Accounting
94	WorkCare	Basic	Automated Patient Intake and Registration	Hospital And Health Care
95	Wound Pros Management Group	Basic	Automated Patient Intake and Pre-Authorization Processing	Hospital And Health Care
96	YL Ventures	Basic	Automated Deal Sourcing and Initial Screening	Venture Capital And Private Equity
97	24carrots	Basic		Events Services
98	6Connex	Basic		Computer Software
99	7 Day Dental	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
100	Abacus Wealth	Basic	Automated Client Onboarding and Document Management	Financial Services

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