State AI Adoption Leaderboard

Top AI-ready companies in Tennessee — 2,249 ranked

Ranked leaderboard of 2249 Tennessee companies by Meo AI adoption score. Updated 2026-05-14.

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#	Company	Stage	Key Opportunity	Industry
1	lexis nexis	Advanced	Leverage generative AI to automate legal document drafting and case law summarization, enhancing attorney productivity and reducing research time.	Legal information & analytics
2	Thyme Care	Advanced	Automated Prior Authorization Processing	Hospital And Health Care
3	oak ridge national laboratory	Advanced	ORNL can leverage its leadership in exascale computing and AI to accelerate discovery in materials science, energy systems, and national security through autonomous experimentation and predictive simulation.	National research laboratory
4	QualDerm	Advanced	Automated Prior Authorization Processing	Hospital And Health Care
5	baptist memorial health care	Advanced	Deploy AI-driven clinical decision support and predictive analytics to reduce readmissions and optimize patient flow across its 22 hospitals.	Health systems & hospitals
6	envision	Advanced	Deploy ambient AI scribes and autonomous coding to slash documentation time by 50%+ across 25,000+ clinicians, directly reducing burnout and lifting revenue capture by 3-5%.	Physician services & healthcare staffing
7	BluWave LP	Advanced	Automated Deal Sourcing and Initial Screening	Venture Capital And Private Equity
8	Alleguard	Advanced		Packaging And Containers
9	Campaign Monitor	Advanced		Software Development
10	Centerstone	Advanced		Hospital And Health Care
11	Etsu	Advanced		Writing And Editing
12	ICEE	Advanced		Food And Beverages
13	Lee Company	Advanced		Facilities And Services
14	Resource Label Group	Advanced		Printing
15	Vital Records Control	Advanced		Music
16	Collierville Schools	Moderate		Education Management
17	Redkap	Moderate		Apparel And Fashion
18	Regional One Health	Moderate		Hospital And Health Care
19	Tennessee Tech	Moderate		Higher Education
20	pinnacle ai	Moderate	Leverage proprietary AI orchestration to embed intelligent agents directly into mid-market ERP and CRM workflows, turning horizontal automation into vertical-specific, high-ROI solutions for underserved industries like light manufacturing and field services.	AI software & platforms
21	Atmus	Moderate		Consumer Goods
22	Check Into Cash	Moderate		Finance
23	Dura-Line	Moderate		Manufacturing
24	Oiarad	Moderate		Hospital And Health Care
25	Parkingmgt	Moderate		Hospitality
26	PlayCore	Moderate		Recreational Facilities And Services
27	PremierSolutionsIntl	Moderate		Consumer Services
28	Shearwater Health	Moderate		Hospitals And Health Care
29	change healthcare	Moderate	AI can automate and optimize the entire claims adjudication lifecycle, from initial submission to payment, by predicting denials, auto-coding complex cases, and flagging fraud in real-time.	Healthcare IT & Services
30	fedex	Moderate	AI-powered dynamic routing and load optimization can reduce fuel costs, improve on-time delivery rates, and optimize fleet utilization across its massive global network.	Package & freight delivery
31	Highway Transport	Moderate		Transportation Trucking Railroad
32	KANINI	Moderate		Computer Software
33	Lipscomb	Moderate		Higher Education
34	m*modal	Moderate	Deploying generative AI to autonomously draft and structure clinical notes from ambient patient conversations, dramatically reducing physician documentation burden and improving data accuracy.	Healthcare technology & clinical documentation
35	Myugo	Moderate		Supermarkets
36	Novatech	Moderate		It Services And It Consulting
37	Ortn	Moderate		Education Management
38	AccessNurse	Moderate		Hospital And Health Care
39	Mmc	Moderate		Higher Education
40	Scarlett Hotel Group	Moderate		Hospitality
41	Tennier Industries Inc.	Moderate		Defense And Space
42	ThinkingAhead	Moderate		Staffing And Recruiting
43	TVA Credit Union	Moderate		Banking
44	Campbell Clinic Orthopaedics	Moderate	Automated Patient Intake and Registration	Medical Practice
45	Emma	Moderate		It Services And It Consulting
46	MedSrv	Moderate	Automated Client Onboarding and Document Verification	Financial Services
47	Semmes Murphey Clinic	Moderate	Automated Patient Intake and Registration	Medical Practice
48	TEL	Moderate	Automated Customer Onboarding and Account Opening	Financial Services
49	Tennessee Orthopaedic Alliance	Moderate	Automated Patient Intake and Registration	Medical Practice
50	UCOR	Moderate		Environmental Services And Clean Energy
51	alliancebernstein	Moderate	AI can enhance alpha generation by integrating alternative data sources, like satellite imagery and social sentiment, into quantitative models to identify non-obvious market signals and investment themes.	Investment management & research
52	Baptist Medical Group	Moderate	Automated Prior Authorization Processing	Hospital And Health Care
53	covenant health	Moderate	Deploy an AI-driven patient flow command center to optimize capacity management, reduce ED boarding, and streamline surgical scheduling across the 10-hospital system.	Health systems & hospitals
54	emdeon	Moderate	Deploying generative AI to automate prior authorization and claims status workflows across its massive provider-payer network, reducing administrative costs and accelerating reimbursement cycles.	Healthcare technology & services
55	Galen Medical Group	Moderate	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
56	Legends Bank	Moderate	Automated Customer Inquiry Triage and Routing	Financial Services
57	pathai diagnostics	Moderate	Deploy AI-driven digital pathology image analysis to accelerate cancer diagnosis, reduce manual review time, and expand subspecialty telepathology services.	Medical laboratories & diagnostics
58	QHR	Moderate	Automated Patient Intake and Registration	Hospital And Health Care
59	str	Moderate	Deploying an AI-driven dynamic pricing and personalization engine across its portfolio to optimize RevPAR and guest lifetime value.	Hotels & Resorts
60	United Derm	Moderate	Automated Prior Authorization Processing	Hospital And Health Care
61	workofficially	Moderate	Deploy generative AI copilots across the platform to automate workflow creation, document generation, and real-time collaboration insights, directly boosting user productivity and stickiness.	Internet & Cloud Services
62	wtf multimedia	Moderate	Leveraging generative AI to automate and personalize multimedia content production at scale, reducing turnaround time and costs while increasing client campaign performance.	Marketing & Advertising
63	Advance Financial	Moderate		Financial Services
64	Advantage Dental+	Moderate	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
65	Centennial Heart	Moderate	Automated Patient Appointment Scheduling and Reminders	Medical Practice
66	Clinical Solutions	Moderate	Automated Prior Authorization Processing	Pharmaceuticals
67	Fbmortgageloans	Moderate		Financial Services
68	French Riviera Fitness	Moderate		Health Wellness And Fitness
69	HCTec	Moderate	Automated Prior Authorization Processing	Hospital And Health Care
70	Holston Medical Group	Moderate	Automated Patient Appointment Scheduling and Reminders	Medical Practice
71	Mercer Capital	Moderate	Automated Client Onboarding and KYC Verification	Financial Services
72	Radiation Business Solutions	Moderate	Automated Prior Authorization Processing	Medical Practice
73	Soisecurity	Moderate		Security And Investigations
74	Stock & Option Solutions	Moderate	Automated Client Onboarding and Document Verification	Financial Services
75	Sunstar Insurance Group	Moderate	Automated Claims Triage and Initial Assessment	Insurance
76	Truxton	Moderate	Automated Client Onboarding and KYC Verification	Financial Services
77	Urology Associates P.C	Moderate	Automated Patient Intake and Registration	Health, Wellness And Fitness
78	Volunteer Corporate Credit Union	Moderate	Automated Member Inquiry Triage and Routing	Financial Services
79	Wilderness at the Smokies	Moderate		Hospitality
80	Acld	Moderate		Hospital And Health Care
81	ADS Security	Moderate		Security And Investigations
82	Benefit Communications	Moderate	Automated Claims Adjudication and Processing	Insurance
83	blattner tech	Moderate	Integrate generative AI into existing software products to automate workflows, deliver intelligent insights, and create new revenue streams through AI-powered features.	Software development & IT services
84	bongo-java-roasting-co	Moderate		Food And Beverages
85	Bonvera	Moderate		Internet
86	Buy & Rent with Stowers CAT	Moderate		Machinery
87	cardinal glass industries	Moderate	Deploy AI-driven predictive maintenance and computer vision quality inspection across float glass lines to reduce unplanned downtime by 20% and cut defect rates in half.	Glass & Ceramics Manufacturing
88	CIA	Moderate	Automated Claims Processing and Triage	Insurance
89	Citizens National Bank	Moderate	Automated customer inquiry resolution for common banking questions	Banking
90	Commodore Capital Group	Moderate	Automated Client Onboarding and Document Verification	Financial Services
91	Designed Conveyor Systems	Moderate		Logistics And Supply Chain
92	Drs. Campbell Cunningham Taylor & Haun	Moderate	Automated Patient Appointment Scheduling & Reminders	Medical Practice
93	FreightWise	Moderate	Automated Carrier Onboarding and Vetting	Logistics And Supply Chain
94	hca healthcare	Moderate	Deploying predictive AI for patient flow and readmission risk can optimize capacity, reduce costs, and improve outcomes across its vast network of acute care facilities.	Health systems & hospitals
95	HHM CPAs	Moderate	Automated Client Inquiry Triage and Response	Accounting
96	King	Moderate		Higher Education
97	Knoxville Orthopaedic Clinic	Moderate	Automated Patient Intake and Registration	Medical Practice
98	MANAR INC	Moderate		Plastics
99	Mcgtn	Moderate		Government Administration
100	Mlgw	Moderate		Utilities

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About AI adoption in Tennessee

Tennessee contributes 2,249 companies to our AI Adoption Leaderboard, with an average adoption score of 58/100. The state's strongest representation comes from Hospital And Health Care, Health systems & hospitals, Medical Practice, Insurance. lexis nexis leads at 88/100. Each company in this leaderboard has been scored on a 0-100 scale that blends public hiring signals (number of AI-titled roles), tech-stack adoption (number of AI vendor integrations detected), case-study density (independently verifiable AI deployments), and executive disclosures (LinkedIn posts and earnings-call mentions). The score is recomputed monthly and is calibrated against the full 31,000-company benchmark — so a score of 60 in Tennessee is directly comparable to a score of 60 in any other state. Pages are paginated at 100 companies per page; use ?page=2, ?page=3 etc. to navigate the full ranked list. The top of the list tends to skew toward larger employers and companies in AI-native industries; the long tail captures regional firms and early-stage adopters worth tracking as adoption deepens through 2026.

Frequently asked questions about Tennessee AI adoption

How is the AI adoption score calculated for Tennessee 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 Tennessee?

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

Within Tennessee, the largest representations on this leaderboard are Hospital And Health Care (135 companies), Health systems & hospitals (110 companies), Medical Practice (40 companies), Insurance (35 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 Tennessee 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 Tennessee 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 Tennessee 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.