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If your company is missing or you believe its score is materially out of date, request a review at /contact.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	Digbi Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
2	DrKumo	Basic	Automated Patient Intake and Registration	Hospital And Health Care
3	Dths	Basic		Higher Education
4	Eagless	Basic		Human Resources
5	Edison Energy	Basic		Oil And Energy
6	El Clasificado	Basic		Publishing
7	eonreality	Basic		Computer Software
8	Evchc	Basic		Hospital And Health Care
9	Evidation	Basic		Hospital And Health Care
10	E Walkwater	Basic		Information Technology And Services
11	Excite Credit Union	Basic	Automated Member Inquiry Resolution via AI Chatbot	Banking
12	Experiencenve	Basic		Events Services
13	First Media	Basic		Entertainment
14	Fleetscience	Basic		Museums And Institutions
15	Formerly Vavrinek Trine Day & Co. LLP Now Eide Bailly	Basic	Automated Client Inquiry Triage and Routing	Accounting
16	Freight Management	Basic	Automated Carrier Onboarding and Compliance Verification	Logistics And Supply Chain
17	Genatural	Basic		Supermarkets
18	Glasswerks	Basic		Glass Ceramics And Concrete
19	Global 1	Basic	Automated Patient Intake and Pre-Registration	Hospital And Health Care
20	Global Immigration	Basic	Automated Client Intake and Document Collection	Law Practice
21	Goal Solutions	Basic		Finance
22	Gro Power, Inc.	Basic		Farming
23	Haywardrec	Basic		Recreational Facilities And Services
24	Home Partners	Basic		Real Estate
25	HS&BA	Basic	Automated Client Tax Document Ingestion and Categorization	Accounting
26	Icfla	Basic		Amusement
27	ILS	Basic	Automated Intake and Triage of New Client Inquiries	Legal Services
28	Indevia Accounting	Basic	Automated Client Inquiry Triage and Response	Accounting
29	InfoClutch	Basic		Marketing And Advertising
30	Jet Edge	Basic		Aviation And Aerospace
31	Jfsla	Basic		Non Profits And Non Profit Services
32	JUSDA Supply Chain North America	Basic	Automated Freight Rate Negotiation and Optimization	Logistics And Supply Chain
33	Kineticom	Basic		Staffing And Recruiting
34	KKW Trucking Inc	Basic		Transportation
35	KlinEra Global Services	Basic	Automated Clinical Trial Patient Recruitment & Screening	Pharmaceuticals
36	KW International	Basic	Automated Freight Quote Generation and Negotiation	Logistics And Supply Chain
37	Lcusd	Basic		Education Management
38	Leniolabs	Basic		Internet
39	LevitZacks	Basic	Automated Client Inquiry Triage and Routing	Accounting
40	LuLaRoe	Basic		Apparel And Fashion
41	Lusamerica	Basic		Food And Beverages
42	Maantic Inc	Basic		Information Technology And Services
43	MarTech Cube	Basic		Online Media
44	Maryvale	Basic		Individual And Family Services
45	Maxim Athletic	Basic		Sporting Goods
46	MBA CSi	Basic		Management Consulting
47	McCormick Barstow Sheppard Wayte & Carruth	Basic	Automated Legal Document Review and Analysis	Law Practice
48	MDstaffers	Basic	Automated Physician Credentialing and Onboarding	Hospital And Health Care
49	Meat the Butchers	Basic		Food Production
50	Medilenz	Basic	Automated Legal Document Review and Analysis	Legal Services
51	Mgrrealestate	Basic		Leasing Non Residential Real Estate
52	Mini Pharmacy Enterprises	Basic	Automated Prescription Refill Management and Patient Outreach	Hospital And Health Care
53	Mint Dental	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
54	Moagency	Basic		Marketing And Advertising
55	Modio Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
56	Mortgage executive	Basic	Automated Loan Application Data Extraction and Verification	Banking
57	My Day Counts	Basic		Adult Foster Care
58	myStartUpCFO	Basic	Automated Client Onboarding and Data Collection	Accounting
59	Nano Hearing Aids	Basic		Medical Devices
60	NexInfo	Basic		Information Technology And Services
61	Norcal SBDC	Basic		Financial Services
62	Nutrition Therapy Essentials	Basic	Automated Patient Diet Order Management and Compliance Monitoring	Hospital And Health Care
63	One Team Logistics	Basic	Automated Freight Load Matching and Optimization	Logistics And Supply Chain
64	Orange Coast Womens Medical	Basic	Automated Patient Intake and Registration	Health, Wellness And Fitness
65	Oxygenetix	Basic		Cosmetics
66	Pacela	Basic		Non Profits And Non Profit Services
67	Pacific Park®	Basic		Leisure Travel And Tourism
68	PACIFIC RAIL SERVICES	Basic	Automated Freight Dispatch and Load Optimization	Transportation Trucking Railroad
69	Paragon Software	Basic		Information Technology And Services
70	PDM	Basic	Automated Client Onboarding and Document Intake	Accounting
71	Peermusic	Basic		Music
72	PEPworldwide	Basic		Professional Training And Coaching
73	Physicians DataTrust	Basic	Automated Prior Authorization Processing	Hospital And Health Care
74	Pinkberry	Basic		Food And Beverages
75	Pinnacle Bank	Basic	Automated Customer Inquiry Triage and Resolution	Banking
76	Premier Nutrition	Basic		Food And Beverages
77	Preston Ventures	Basic	Automated Client Onboarding and Data Collection	Investment Management
78	Progress Foundation	Basic		Hospital And Health Care
79	ProMab	Basic		Biotechnology
80	Ramp Logistics	Basic	Automated Freight Load Matching and Optimization	Logistics And Supply Chain
81	RAMS	Basic		Hospital And Health Care
82	Ravix Group	Basic	Automated Client Inquiry Triage and Response	Accounting
83	Red House Behavior Resources	Basic	Automated Patient Intake and Eligibility Verification	Hospital And Health Care
84	Rigel Networks	Basic		Information Technology And Services
85	Rush Order	Basic		Logistics And Supply Chain
86	RWAM Insurance Administrators	Basic	Automated Claims Triage and Initial Assessment	Insurance
87	Sajix	Basic	Automated Patient Intake and Registration	Hospital And Health Care
88	Santa Barbara Tax Products Group	Basic	Automated Customer Inquiry Triage and Routing	Banking
89	Sbcfire	Basic		Public Safety
90	S Bravo	Basic		Oil And Energy
91	Scmedcenter	Basic		Hospital And Health Care
92	Scripps Memorial Hospital Encinitas	Basic	Automated Patient Intake and Registration	Hospital And Health Care
93	SD Mayer & Associates	Basic	Automated Client Inquiry Triage and Routing	Accounting
94	Sechrist Industries	Basic	Automated Compliance Document Generation and Review	Medical Devices
95	Select Data	Basic	Automated Patient Intake and Registration	Hospital And Health Care
96	Senta Clinic	Basic	Automated Patient Intake and Registration	Hospital And Health Care
97	Servite High School	Basic		Education Management
98	SilMan Industries	Basic	Automated Freight Document Processing and Validation	Logistics And Supply Chain
99	SLDC	Basic		Education
100	SmartFinancial	Basic		Insurance

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

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