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If your company is missing or you believe its score is materially out of date, request a review at /contact.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	Hello Heart	Basic		Health Wellness And Fitness
2	Helton Law Group APC	Basic	Automated Document Review and Analysis for Discovery	Legal Services
3	Hemming Morse	Basic	Automated Client Onboarding and Data Collection	Accounting
4	Heron Therapeutics	Basic		Biotechnology
5	High Desert Medical Group	Basic	Automated Patient Appointment Scheduling and Reminders	Health, Wellness And Fitness
6	HomeRise	Basic		Non Profit Organizations
7	Hooper Lundy & Bookman P.C	Basic	Automated Legal Document Review and Analysis	Law Practice
8	Hospital Association of Southern California	Basic	Automated Prior Authorization Processing	Hospital And Health Care
9	HUYABIO International	Basic	Automated Literature Review and Synthesis for Research Teams	Research
10	Hydra Electric	Basic		Aviation And Aerospace
11	iBASEt	Basic		Computer Software
12	iBUYPOWER	Basic		Computer Hardware
13	Immigration Consulting Services	Basic	Automated Client Intake and Document Collection	Legal Services
14	InAlliance	Basic		Non Profits And Non Profit Services
15	InApp	Basic		Information Technology And Services
16	Indiez	Basic		Computer Software
17	infinite uptime	Basic		Industrial Automation
18	Inspire Health Medical Group	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
19	Instor	Basic		Information Technology And Services
20	interface rehab	Basic	Automated Patient Intake and Registration	Hospital And Health Care
21	IOT	Basic		Higher Education
22	IP Infusion	Basic		Computer Networking
23	Ironsides Advisory	Basic	Automated Client Onboarding and Data Collection	Accounting
24	Jackson & Associates	Basic	Automated Claims Triage and Data Extraction	Insurance
25	JAG International	Basic	Automated Claims Intake and Triage	Insurance
26	JAR Insurance Services	Basic	Automated Claims Triage and Initial Assessment	Insurance
27	Jcvi	Basic		Biotechnology
28	Johnson Family Dental	Basic	Automated Patient Appointment Scheduling and Rescheduling	Medical Practice
29	Judicate West	Basic	Automated Case Intake and Document Triage	Alternative Dispute Resolution
30	JustFoodForDogs	Basic		Food Production
31	K1 Investment Management	Basic	Automated Deal Sourcing and Initial Screening	Venture Capital And Private Equity
32	KBKG	Basic	Automated Tax Document Intake and Organization	Accounting
33	Key Health	Basic		Finance
34	Kids Care Dental & Orthodontics	Basic	Automated Patient Recall and Appointment Scheduling	Hospital And Health Care
35	Kids & Teens Medical Group	Basic	Automated Patient Intake and Registration	Hospital And Health Care
36	Kruze Consulting	Basic	Automated Accounts Payable Invoice Processing	Accounting
37	Landmark Global	Basic	Automated Freight Brokerage and Load Matching	Logistics And Supply Chain
38	LawFirmStaff	Basic	Automated Document Review and Analysis for Discovery	Legal Services
39	Legacy Transportation Services	Basic	Automated Freight Dispatch and Load Matching	Logistics And Supply Chain
40	LegalForce RAPC	Basic		Legal Services
41	Line 6	Basic		Music
42	LJCDS	Basic		Primary Secondary Education
43	LOGISTEED America	Basic	Automated Freight Load Optimization and Route Planning	Logistics And Supply Chain
44	Lompoc Valley Medical Center	Basic	Automated Patient Intake and Registration	Hospital And Health Care
45	LonMark	Basic		International Trade And Development
46	Lucia Capital Group	Basic	Automated Client Onboarding and KYC Verification	Financial Services
47	Lunchbox	Basic		Information Technology And Services
48	Memjet	Basic		Printing
49	Metallicus	Basic	Automated KYC/AML compliance verification	Financial Services
50	MGO CPA	Basic		Accounting
51	Michael Sullivan & Associates	Basic	Automated Intake and Client Onboarding	Law Practice
52	Mid	Basic		Utilities
53	Milestone Inc.	Basic		Marketing And Advertising
54	Modern Times Beer	Basic		Food And Beverages
55	Mountain Valley Express	Basic	Automated Dispatch and Load Optimization	Logistics And Supply Chain
56	Murphy Murphy & Murphy CPAs	Basic	Automated Client Onboarding and Document Collection	Accounting
57	Mutual Group	Basic	Automated Client Onboarding and KYC Verification	Financial Services
58	New Image Dental	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
59	NFI Cal Cartage	Basic	Automated Freight Audit and Payment Processing	Logistics And Supply Chain
60	Nonprofits Insurance Alliance	Basic	Automated Claims Processing and Triage	Insurance
61	Novato Community Hospital	Basic	Automated Patient Intake and Registration	Medical Practice
62	Nuna	Basic	Automated Prior Authorization Processing	Hospital And Health Care
63	OASIS Medical	Basic	Automated Supply Chain Demand Forecasting	Medical Devices
64	Omnitrans	Basic		Transportation
65	Orange County Global Medical Center	Basic	Automated Patient Intake and Registration	Hospital And Health Care
66	Orange County's Credit Union	Basic		Banking
67	Oxford Health Group	Basic	Automated Patient Intake and Registration	Hospital And Health Care
68	Pacific Cardiovascular Associates Medical Group	Basic	Automated Patient Appointment Scheduling and Rescheduling	Medical Practice
69	Pacific Charter Institute	Basic		Education Management
70	Pacific Neuroscience Institute	Basic	Automated Prior Authorization Processing	Hospital And Health Care
71	Palo Alto Medical Foundation	Basic	Automated Prior Authorization Processing	Hospital And Health Care
72	PapChem	Basic		Chemicals
73	Patel	Basic	Automated Client Onboarding and Document Collection	Accounting
74	Patriot Environmental Services	Basic		Environmental Services And Clean Energy
75	Pelton Shepherd Industries	Basic		Medical Devices
76	Perr&Knight	Basic	Automated Underwriting Data Collection and Verification	Insurance
77	Pinney Insurance Center	Basic	Automated Commercial Insurance Policy Renewal Processing	Financial Services
78	Poms & Associates	Basic	Automated Claims Triage and Initial Data Capture	Insurance
79	Prcity	Basic		Government Administration
80	Premium Health	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
81	PREZENTIUM	Basic		Management Consulting
82	Primal Pet Foods	Basic		Food Production
83	Private Health Management	Basic	Automated Patient Intake and Pre-Registration	Hospital And Health Care
84	Private Medical	Basic	Automated Patient Intake and Registration	Hospital And Health Care
85	Prospect Health	Basic	Automated Patient Intake and Registration	Hospital And Health Care
86	ProTrials Research	Basic	Automated Clinical Trial Site Selection and Qualification	Biotechnology
87	PureTek	Basic	Automated Pharmacovigilance Signal Detection	Pharmaceuticals
88	Q Analysts	Basic		Information Technology And Services
89	Quantum Medical Solutions	Basic	Automated Prior Authorization Processing	Hospital And Health Care
90	Qyk	Basic		Cosmetics
91	Raines Feldman Littrell	Basic	Automated Document Review and Analysis for Discovery	Law Practice
92	Rancho PT	Basic		Hospital And Health Care
93	RapidScale	Basic		Information Technology And Services
94	ReadITQuik	Basic		Online Media
95	RKE	Basic	Automated Client Onboarding and Data Collection	Accounting
96	Roadzen	Basic		Insurance
97	rocket-lawyer	Basic		Internet
98	Rock-it Cargo	Basic	Automated Freight Documentation and Compliance Verification	Logistics And Supply Chain
99	Russell Reid	Basic		Environmental Services And Clean Energy
100	San Diego Cardiac Center	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice

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

Which 18,016 ranked companies lead in AI adoption?

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