How is the AI adoption score calculated for Texas 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 58 mean for Texas?

An average of 58 places Texas 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 Texas industries lead in AI adoption?

Within Texas, the largest representations on this leaderboard are Hospital And Health Care (354 companies), Health systems & hospitals (317 companies), Financial Services (172 companies), Oil And Energy (169 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 Texas 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 Texas 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If your company is missing or you believe its score is materially out of date, request a review at /contact.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 Texas 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 Texas — 11,406 ranked

Ranked leaderboard of 11406 Texas companies by Meo AI adoption score. Updated 2026-05-14.

11406

Companies Scored

Avg Adoption Score

Basic

Top Stage

Which 11,406 ranked companies lead in AI adoption?

What is the average AI adoption score in 11,406 ranked?
Who are the top AI adopters headquartered in 11,406 ranked?

#	Company	Stage	Key Opportunity	Industry
1	Lonestarfamily	Basic		Hospital And Health Care
2	Madison Street Capital	Basic	Automated Due Diligence Document Review and Summarization	Investment Banking
3	Mantis Innovation	Basic		Facilities Services
4	Martinaire Aviation	Basic		Airlines Aviation
5	McGinnis Lochridge	Basic	Automated Legal Document Review and Analysis	Law Practice
6	Mch	Basic		Non Profits And Non Profit Services
7	MD Medical Group	Basic	AI-Powered Patient Intake and Registration Automation	Hospital And Health Care
8	Medica Health Management	Basic	Automated Patient Intake and Registration	Hospital And Health Care
9	Melton & Melton	Basic	Automated Client Document Ingestion and Classification	Accounting
10	Midtex	Basic		Oil And Energy
11	Milestone Es	Basic		Oil And Energy
12	Millar	Basic	Automated Regulatory Compliance Monitoring and Reporting	Medical Devices
13	Missionrs	Basic		Food And Beverages
14	Mogas	Basic		Mechanical Or Industrial Engineering
15	MSI Credit Solutions	Basic	Automated Credit Report Analysis and Dispute Generation	Financial Services
16	Nexus	Basic	Automated Claims Triage and Initial Assessment	Insurance
17	NTT Global Sourcing	Basic	Automated Freight Bill Auditing and Payment Processing	Logistics And Supply Chain
18	Omega RCM Solutions	Basic	Automated Patient Eligibility Verification	Medical Practice
19	Oncology San Antonio Cancer Care Network	Basic	Automated Prior Authorization Processing	Medical Practice
20	Orthopedic Associates of Dallas	Basic	Automated Patient Intake and Registration	Medical Practice
21	OrthoTexas Physicians & Surgeons PLLC	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
22	Phoenix Hospitality Group	Basic		Hospitality
23	PKF Texas	Basic	Automated Client Inquiry Triage and Routing	Accounting
24	Plano Orthopedic & Sports Medicine Center	Basic	Automated Patient Intake and Registration	Medical Practice
25	PractiScale	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
26	Praesidium	Basic	Automated Prospect Research and Qualification	Management Consulting
27	Prospanica	Basic		Non Profits And Non Profit Services
28	Pyramids Global	Basic	Automated Patient Intake and Registration	Hospital And Health Care
29	R2 Logistics	Basic		Truck Transportation
30	RCCS	Basic	Automated Prior Authorization Processing	Hospital And Health Care
31	Rethink Wealth	Basic	Automated Client Onboarding and Data Ingestion	Financial Services
32	RETINA SPECIALISTS	Basic	Automated Patient Intake and Data Verification	Medical Practice
33	Reunion Rehabilitation Hospitals	Basic	Automated Prior Authorization Processing	Hospital And Health Care
34	Rite Software	Basic		Information Technology And Services
35	Rollo Insurance Group	Basic	Automated Insurance Claims Triage and Data Extraction	Insurance
36	Rreaf	Basic		Real Estate
37	Russiangost	Basic		Accounting
38	S3	Basic	Automated Client Onboarding and Document Verification	Financial Services
39	SAENZ-GARCIA LAW PLLC	Basic	Automated Document Review and Analysis for Discovery	Legal Services
40	Saville CPAs & Advisors	Basic	Automated Client Data Ingestion and Pre-processing	Accounting
41	SeatonHill	Basic	Automated Client Onboarding and KYC Verification	Financial Services
42	Service Insurance Companies	Basic	Automated Claims Triage and Initial Assessment	Insurance
43	Southwest Elevator	Basic		Machinery Manufacturing
44	Sprinklerdrainage	Basic		Consumer Services
45	Sterling Ridge Orthopaedics & Sports Medicine	Basic	Automated Patient Intake and Pre-registration	Health, Wellness And Fitness
46	Summit Truck Group	Basic	Automated Freight Dispatch and Load Optimization	Transportation Trucking Railroad
47	Supreme Optimization	Basic	Automated Scientific Literature Review and Synthesis	Biotechnology
48	Surgical Notes	Basic	Automated Prior Authorization Processing	Hospital And Health Care
49	Talent Pathway	Basic		Human Resources
50	Tally Energy Services	Basic		Oil And Energy
51	Tamus	Basic		Higher Education
52	Tendercarehh	Basic		Hospital And Health Care
53	Texas Ally Real Estate	Basic		Real Estate
54	Texas Dermatology and Laser Specialists	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
55	Texas Institute For Neurological Disorders	Basic	Automated Patient Intake and Registration	Medical Practice
56	Texas kids Dental Care	Basic	Automated Patient Recall and Appointment Scheduling	Medical Practice
57	Texas State Aquarium	Basic		Museums Historical Sites And Zoos
58	TGG	Basic	Automated Client Onboarding and Document Collection	Accounting
59	The Center for Cancer and Blood Disorders	Basic	Automated Prior Authorization Processing	Hospital And Health Care
60	The OccuNet Company	Basic	Automated Claims Triage and Data Extraction	Insurance
61	Thomson Data	Basic		Marketing And Advertising
62	TIB N.A	Basic	Automated Customer Inquiry Triage and Routing	Banking
63	Titus Transport	Basic	Automated Dispatch and Load Optimization	Transportation Trucking Railroad
64	TMI Sports Medicine	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
65	TPC	Basic	Automated Patient Intake and Registration	Hospital And Health Care
66	Transcure	Basic	Automated Prior Authorization Processing	Hospital And Health Care
67	Trans-Global Solutions	Basic	Automated Freight Load Matching and Dispatch	Transportation Trucking Railroad
68	Travismedical	Basic		Medical Devices
69	TrinityRail	Basic	Automated Freight Load Board Monitoring and Bid Optimization	Transportation Trucking Railroad
70	TSP	Basic		Information Technology And Services
71	Twia	Basic		Insurance
72	University Finance Association	Basic	Automated Client Onboarding and Document Verification	Financial Services
73	UPTIQ	Basic	Automated Client Onboarding and Document Verification	Financial Services
74	U.S. Capital Wealth	Basic	Automated Client Onboarding and Document Management	Financial Services
75	UTC Overseas	Basic	Automated Freight Document Processing and Validation	Logistics And Supply Chain
76	Victoria Eye Center	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
77	Viewgol	Basic	Automated Prior Authorization Processing	Hospital And Health Care
78	Visualutions	Basic	Automated Prior Authorization Processing	Hospital And Health Care
79	Whim Hospitality	Basic		Hospitality
80	Wylietexas	Basic		Government Administration
81	100holdings	Basic	AI can automate code generation, testing, and system integration tasks, dramatically accelerating project delivery and improving quality for their enterprise clients.	IT Services & Consulting
82	100% leased management	Basic	Deploying AI for predictive maintenance and tenant retention analytics can significantly reduce operational costs and increase portfolio value for a large-scale property manager.	Commercial real estate management
83	106th signal brigade	Basic	AI-powered predictive maintenance and network anomaly detection can significantly enhance the reliability and security of critical military communications infrastructure.	Military telecommunications & network operations
84	10staffing	Basic	AI-powered candidate sourcing and matching can dramatically reduce time-to-fill, improve placement quality, and unlock new revenue by scaling operations without linearly increasing recruiter headcount.	Staffing & Recruiting
85	2020 companies	Basic	Implementing AI-powered predictive analytics and dynamic content optimization can dramatically increase campaign ROI by personalizing customer journeys at scale and forecasting market trends.	Marketing & Advertising
86	21st combat support hospital	Basic	AI-powered predictive analytics for patient triage and resource allocation can dramatically improve survival rates and operational efficiency in high-pressure, resource-constrained combat environments.	Military & combat hospitals
87	301st fighter wing - us air force reserve	Basic	AI-powered predictive maintenance and mission-readiness analytics for its F-16 fleet can significantly reduce aircraft downtime and optimize resource allocation.	Military & defense
88	3d cavalry regiment	Basic	AI-powered predictive maintenance and mission-readiness analytics can optimize vehicle and equipment availability, reducing downtime and ensuring peak operational capacity for rapid deployment.	Military & Defense
89	3Gen Consulting	Basic		Hospital And Health Care
90	418 tree entertainment	Basic	AI can significantly reduce post-production costs and timelines through automated video editing, VFX generation, and content localization.	Film & video production
91	4 cast claims - 4 l contracting	Basic	AI can automate damage assessment from photos and drone footage to accelerate claims processing and reduce manual inspection costs.	Property & casualty insurance
92	4consulting, inc.	Basic	Deploying an AI-powered talent matching and sourcing platform can dramatically reduce time-to-fill for client roles and improve candidate quality by analyzing resumes, job descriptions, and historical placement success.	Staffing & Recruiting
93	4hire	Basic	Implementing an AI-powered candidate matching and ranking engine can dramatically reduce time-to-fill and improve placement quality by analyzing resumes, job descriptions, and historical success data.	Staffing & Recruiting
94	59 resources inc	Basic	AI-powered candidate sourcing and matching can dramatically reduce time-to-fill for technical roles, directly boosting recruiter productivity and placement revenue.	Staffing & Recruiting
95	67th cyberspace wing	Basic	Implementing AI-driven predictive analytics for proactive cyber threat hunting and vulnerability assessment across the Air Force network to reduce response times from hours to seconds.	Military & Defense
96	7 minute workout, inc	Basic	Implementing AI for personalized workout generation and real-time form analysis can dramatically increase user engagement, retention, and subscription value by making the 7-minute workout uniquely adaptive to each individual.	Fitness & wellness services
97	9star	Basic	AI-powered threat intelligence and automated incident response can significantly reduce detection and remediation times for clients, improving service margins and competitive differentiation.	Cybersecurity & network services
98	abba staffing & consulting	Basic	AI-powered candidate matching and sourcing can dramatically reduce time-to-fill, improve placement quality, and increase recruiter productivity in a high-volume, low-margin business.	Staffing & Recruiting
99	abs group	Basic	AI can transform ABS Group's consulting practice by automating research and analysis, enabling consultants to deliver deeper, data-driven insights and strategic recommendations faster.	Management consulting
100	abs quality evaluations	Basic	AI can automate the analysis of audit data and compliance documentation to rapidly generate risk assessments, predictive insights, and draft certification reports, dramatically increasing consultant productivity and service scalability.	Management consulting

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