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If your company is missing or you believe its score is materially out of date, request a review at /contact.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	Abbott Stringham & Lynch	Basic	Automated Client Inquiry Triage and Routing	Accounting
2	ACEing Autism	Basic		Non Profits And Non Profit Services
3	AC Wellness Medical Group	Basic	Automated Appointment Scheduling and Rescheduling Agent	Hospital And Health Care
4	Additus	Basic	Automated Patient Intake and Registration	Hospital And Health Care
5	Advanced Medical Management	Basic	Automated Patient Scheduling and Appointment Management	Hospital And Health Care
6	Advance Storage Products	Basic	Automated Freight and Shipment Tracking Updates	Logistics And Supply Chain
7	Agama Solutions	Basic		Computer Software
8	Agent Image	Basic		Real Estate
9	Aggregate Intelligence	Basic		Information Technology And Services
10	AGIA Affinity	Basic	Automated Claims Triage and Assignment	Insurance
11	Airlift USA	Basic	Automated Freight Quote Generation and Negotiation	Logistics And Supply Chain
12	ALOM	Basic	Automated Freight Carrier Selection and Optimization	Logistics And Supply Chain
13	Alphaphigamma	Basic		Civic And Social Organization
14	Altimeter	Basic	Automated Client Onboarding and KYC Verification	Financial Services
15	American Business Bank	Basic	Automated Commercial Loan Application Pre-screening and Data Validation	Banking
16	Amug	Basic		Professional Training And Coaching
17	Andreini	Basic	Automated Commercial Insurance Claims Processing	Insurance
18	Applied General Agency	Basic	Automated Commercial Lines Quoting and Binding	Insurance
19	Arey Jones	Basic		Information Technology And Services
20	ArightCo	Basic	Automated Client Onboarding and Document Verification	Financial Services
21	Arta Finance	Basic	Automated Client Onboarding and KYC Verification	Financial Services
22	Association Reserves	Basic	Automated Client Onboarding and Data Verification	Financial Services
23	ATT & More	Basic	Automated Customer Service Inquiry Routing and Resolution	Telecommunications
24	AVORS MEDICAL GROUP	Basic	AI-Powered Patient Intake and Registration	Medical Practice
25	Balance Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
26	Beacon Healthcare	Basic	Automated Patient Intake and Registration	Hospital And Health Care
27	Beam Global	Basic		Renewable Energy Semiconductor Manufacturing
28	Betts1868	Basic		Transportation
29	Biagi Bros	Basic	Automated Dispatch and Load Optimization	Transportation Trucking Railroad
30	Bridlewood Insurance Services	Basic	Automated Claims Intake and Triage	Insurance
31	Burns & Wilcox	Basic	Automated Claims Triage and Data Extraction	Insurance
32	Caduceus Medical Group	Basic	Automated Patient Intake and Registration	Hospital And Health Care
33	CANCER AND BLOOD SPECIALTY CLINIC	Basic	Automated Patient Intake and Registration	Medical Practice
34	Ca One	Basic		Information Technology And Services
35	Capital Dental Group	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
36	CareAR	Basic		Computer Software
37	Carnerosresort	Basic		Hospitality
38	Carta Healthcare	Basic	Automated Patient Intake and Registration	Hospital And Health Care
39	Casapacifica	Basic		Non Profits And Non Profit Services
40	Celebrations! Party Rentals	Basic		Events Services
41	Cfiperishables	Basic		Logistics And Supply Chain
42	CiminoCare	Basic		Individual And Family Services
43	Circle Medical	Basic	Automated Prior Authorization Processing	Hospital And Health Care
44	CityHealth	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
45	City of Hesperia	Basic		Government Administration
46	Clocktower Group	Basic	Automated Client Onboarding and KYC Verification	Financial Services
47	Coastline Equipment	Basic		Machinery
48	Codebusters	Basic		Hospital And Health Care
49	Colburnschool	Basic		Higher Education
50	Complete Genomics	Basic		Research
51	Comprehensive Blood & Cancer Center	Basic	Automated Patient Intake and Registration	Hospital And Health Care
52	ControlUp	Basic		Computer Software
53	Cooperative of American Physicians	Basic	Automated Claims Processing and Adjudication	Insurance
54	Copia	Basic	Automated Freight Carrier Vetting and Onboarding	Logistics And Supply Chain
55	CraneTech	Basic		Industrial Automation
56	Credo Semiconductor	Basic		Semiconductors
57	Cvtcinc	Basic		Education Management
58	Dale Brain Injury Services	Basic	Automated Patient Intake and Record Management	Hospital And Health Care
59	Datanet IT	Basic		Computer Hardware
60	Delta Health	Basic	Automated Claims Triage and Routing	Insurance
61	Designory	Basic		Marketing And Advertising
62	DHX-Dependable Hawaiian Express	Basic		Transportation
63	Diamond Provides	Basic		Environmental Services And Clean Energy
64	Discover Health	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
65	DOCS Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
66	Duffy Kruspodin	Basic	Automated Client Data Ingestion and Validation	Accounting
67	Earlcarterlaw	Basic		Law Practice
68	Eastridge	Basic		Staffing And Recruiting
69	Endeavor Bank	Basic	Automated Customer Inquiry Resolution via Chatbot	Banking
70	Energy Systems	Basic		Renewables And Environment
71	Engine Room	Basic	Automated Client Onboarding and Data Collection	Accounting
72	Ernie Ball	Basic		Music
73	Euhsd	Basic		Education Management
74	Eye Care of San Diego	Basic	Automated Patient Intake and Registration	Medical Practice
75	FCE Benefit Administrators	Basic	Automated Claims Processing and Adjudication	Insurance
76	FDB	Basic	Automated Prior Authorization Processing	Hospital And Health Care
77	FFB Bank	Basic	Automated Customer Inquiry Triage and Routing	Banking
78	First Federal Bank of California	Basic	Automated Customer Inquiry Handling and Routing	Banking
79	Flare	Basic		Computer Software
80	Fluid Components International	Basic		Industrial Automation
81	FNS	Basic	Automated Freight Load Matching and Optimization	Logistics And Supply Chain
82	Four Seasons Design Inc.	Basic		Manufacturing
83	FRAZER	Basic	Automated Client Onboarding and Data Intake	Accounting
84	Fresh Grill Foods	Basic		Beverages
85	George Petersen Insurance Agency	Basic	Automated Commercial Lines Quoting and Binding	Insurance
86	GHB Intellect	Basic	Automated Legal Document Review and Analysis	Legal Services
87	Global Ancillary Management Group Services	Basic	Automated Prior Authorization Processing	Hospital And Health Care
88	Global Conductor	Basic		Management Consulting
89	Global Nurse Force	Basic	Automated Credentialing and Compliance Verification	Hospital And Health Care
90	Gocfl	Basic		Transportation
91	Gold Coast Dental	Basic	Automated Patient Appointment Scheduling and Confirmation	Medical Practice
92	GoodHire	Basic		Internet
93	Gorilla Circuits	Basic		Electrical Electronic Manufacturing
94	Greenbucks Comtrade	Basic	Automated Client Onboarding and KYC Verification	Financial Services
95	Green Giant Fresh	Basic		Consumer Goods
96	Ground Control Business Management	Basic	Automated Client Onboarding and Document Verification	Financial Services
97	Hand and Associates	Basic		Management Consulting
98	Hanjin Global Logistics	Basic	Automated Freight Documentation Processing	Logistics And Supply Chain
99	Havingbabies	Basic		Hospital And Health Care
100	HealthCareCrossing.com	Basic		Human Resources

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

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