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If your company is missing or you believe its score is materially out of date, request a review at /contact.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.

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.

2249

Companies Scored

Avg Adoption Score

Basic

Top Stage

Which 2,249 ranked companies lead in AI adoption?

What is the average AI adoption score in 2,249 ranked?
Who are the top AI adopters headquartered in 2,249 ranked?

#	Company	Stage	Key Opportunity	Industry
1	Premier Surgical Associates	Basic	Automated Patient Intake and Registration	Medical Practice
2	priority placements group	Basic	AI-powered candidate matching and automated outreach to reduce time-to-fill and improve placement quality.	Staffing & recruiting
3	pro billing service	Basic	Automating medical coding and claims denial prediction with AI to reduce manual effort and improve revenue cycle efficiency.	Medical billing & revenue cycle management
4	Pugh CPAs	Basic	Automated client onboarding and data collection	Accounting
5	PYA	Basic	Automated Client Onboarding and Data Ingestion	Management Consulting
6	QC Verify	Basic	Automated Loan Application Pre-Screening and Data Validation	Banking
7	service provider group	Basic	Deploy AI-driven analytics and automated report generation to enhance client deliverables and internal efficiency, reducing project turnaround time by 30%.	Management consulting
8	Southeastern Retina Associates	Basic	Automated Patient Intake and Registration	Medical Practice
9	Studio Bank	Basic	Automated Customer Inquiry Triage and Resolution	Financial Services
10	Tennessee Oncology	Basic	Automated Prior Authorization Processing	Hospital And Health Care
11	tennessee rand, a lincoln electric company	Basic	Deploying AI-powered vision systems for real-time weld quality inspection can reduce rework costs by up to 30% and accelerate throughput in high-mix, low-volume production environments.	Industrial Automation & Robotics
12	Thermal Solutions Manufacturing, Inc.	Basic		Automotive
13	tombras	Basic	Deploy a proprietary AI analytics layer across media buying and creative performance data to automate campaign optimization and demonstrate measurable ROI lift to clients in real time.	Marketing & Advertising
14	trax	Basic	Automate freight invoice data extraction and anomaly detection using AI to reduce manual audit costs and improve accuracy.	Logistics & supply chain technology
15	Unarcorack	Basic		Industrial Automation
16	Unified Health Services	Basic	Automated Patient Intake and Registration	Hospital And Health Care
17	uniguest	Basic	Leverage Uniguest's proprietary guest engagement data to build predictive AI models for personalized content and service recommendations, increasing client retention and average revenue per property.	Hospitality & Senior Living Technology
18	University Clinical Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
19	unum	Basic	AI-powered underwriting and claims processing can dramatically reduce manual review times, improve risk assessment accuracy, and expedite payouts for group disability and life insurance policies.	Insurance
20	V. Alexander &	Basic	Automated Freight Document Processing and Verification	Logistics And Supply Chain
21	Watauga Orthopaedics PLC	Basic	Automated Appointment Scheduling and Rescheduling	Medical Practice
22	yellow	Basic	Deploy AI-driven dynamic route optimization and predictive maintenance across its nationwide LTL network to reduce fuel costs by 8-12% and improve asset utilization.	Transportation & Logistics
23	Advocate Capital	Basic	Automated Client Onboarding and Document Verification	Financial Services
24	ArchWell Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
25	Axle Logistics	Basic	Automated Carrier Vetting and Onboarding	Transportation Trucking Railroad
26	BAPTIST CANCER CENTER	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
27	Blankenship CPA Group	Basic	Automated Client Data Ingestion and Validation	Accounting
28	CareHarmony	Basic	Automated Patient Intake and Registration	Hospital And Health Care
29	Commercial Bank and Trust Company	Basic	Automated Customer Inquiry and Support Resolution	Banking
30	DCI	Basic	Automated Freight Bill Auditing and Payment Processing	Logistics And Supply Chain
31	Dickson Medical Associates	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
32	Empire Packing	Basic		Food Production
33	Envision Physician Services	Basic	AI-Powered Medical Coding and Billing Automation	Hospital And Health Care
34	Hansei Solutions	Basic	Automated Client Onboarding and Document Verification	Financial Services
35	Honest Health	Basic	AI-Powered Patient Intake and Registration Automation	Hospital And Health Care
36	HUB International Mid-South	Basic	Automated Commercial Insurance Claims Intake and Triage	Insurance
37	Knoxville Pediatric Associates P.C	Basic	Automated Appointment Scheduling and Reminders	Medical Practice
38	KPower Global Logistics	Basic	Automated Freight Visibility and Exception Management	Logistics And Supply Chain
39	Method Workers' Comp	Basic	Automated Claims Triage and Initial Assessment	Insurance
40	Nashville Skin	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
41	One to One Health	Basic	Automated Patient Intake and Registration	Hospital And Health Care
42	PhyMed Healthcare Group	Basic	Automated Patient Intake and Registration	Hospital And Health Care
43	Puryear & Noonan CPAs	Basic	Automated Client Document Ingestion and Categorization	Accounting
44	Senior Market Advisors	Basic	Automated Lead Qualification and Routing	Insurance
45	SMS Clean	Basic		Facilities And Services
46	Southern Orthodontic	Basic	Automated Insurance Verification and Prior Authorization	Hospital And Health Care
47	StatCare	Basic	Automated Patient Appointment Scheduling and Reminders	Medical Practice
48	StrategyCorps	Basic	Automated Client Onboarding and Document Verification	Financial Services
49	Sunstar of Memphis	Basic	Automated Claims Processing and Adjudication	Insurance
50	Tennessee Orthopaedic Alliance East Tennessee	Basic	Automated Patient Intake and Registration	Hospital And Health Care
51	University Eye Specialists	Basic	Automated Patient Appointment Scheduling & Reminders	Medical Practice
52	University Physicians' Association	Basic	Automated Patient Intake and Registration	Hospital And Health Care
53	UPM Pharmaceuticals	Basic	Automated Clinical Trial Patient Recruitment and Screening	Pharmaceuticals
54	Vining Sparks	Basic	Automated Client Onboarding and Document Verification	Financial Services
55	Xsolis	Basic	Automated Prior Authorization Processing	Hospital And Health Care
56	Zander Insurance	Basic	Automated Claims Triage and Initial Assessment	Insurance
57	Advent Health	Basic	Automated Patient Intake and Registration	Hospital And Health Care
58	Archimedes	Basic	Automated Prior Authorization Processing	Hospital And Health Care
59	Careworks Managed Care	Basic	Automated Member Onboarding and Plan Explanation	Health, Wellness And Fitness
60	Confluent Strategies	Basic	Automated client onboarding and KYC verification	Financial Services
61	Continental Expedited Services	Basic	Automated Freight Dispatch and Load Matching	Logistics And Supply Chain
62	Cook Systems	Basic		Information Technology And Services
63	Cryoport	Basic	Automated Freight Route Optimization and Real-Time Re-routing	Logistics And Supply Chain
64	CTSI-Global	Basic	Automated Freight Document Processing and Verification	Logistics And Supply Chain
65	Cumberland Connect	Basic		Internet
66	Designed Conveyor	Basic	Automated Freight and Shipment Tracking Updates	Logistics And Supply Chain
67	Diakonia Group	Basic		Industrial Automation
68	Dunavant	Basic	Automated Freight Load Tendering and Acceptance	Logistics And Supply Chain
69	Embold Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
70	Ena	Basic		Internet
71	ETSU Health	Basic	AI-Powered Patient Appointment Scheduling and Reminders	Hospital And Health Care
72	Express Group	Basic	Automated Dispatch and Load Optimization	Transportation Trucking Railroad
73	Forteracu	Basic		Banking
74	Frost-Arnett Company	Basic	Automated Patient Intake and Registration	Hospital And Health Care
75	Gateway Medical Center	Basic	Automated Patient Appointment Scheduling and Reminders	Hospital And Health Care
76	Green Mountain	Basic	Automated Freight Load Optimization and Dispatch	Logistics And Supply Chain
77	Hardenbergh Group	Basic	Automated Prior Authorization Processing	Hospital And Health Care
78	IntellaTriage	Basic	Automated Prior Authorization Processing	Hospital And Health Care
79	IRC	Basic	Automated Compliance Monitoring and Reporting	Medical Devices
80	KraftCPAs	Basic		Accounting
81	MEDHOST	Basic	Automated Prior Authorization Processing	Hospital And Health Care
82	My 6-Figure Side Hustle!	Basic	Automated Client Onboarding and Data Collection	Financial Services
83	Ovation Healthcare	Basic	Automated Patient Intake and Registration	Hospital And Health Care
84	Psychmc	Basic		Mental Health Care
85	Regent Surgical	Basic	Automated Prior Authorization Processing	Hospital And Health Care
86	Reliance	Basic	Automated Claims Processing and Triage	Insurance
87	Sanderling Renal Services-USA	Basic	Automated Prior Authorization Processing	Hospital And Health Care
88	Sarah Cannon Cancer Network	Basic	Automated Patient Intake and Pre-registration	Hospital And Health Care
89	Siskind Susser P.C.- Immigration Lawyers	Basic	Automated Legal Document Review and Summarization	Law Practice
90	Snodgrass-King Pediatric Dental	Basic	Automated Patient Recall and Appointment Scheduling	Medical Practice
91	Svast Healthcare	Basic	Automated Patient Intake and Registration	Hospital And Health Care
92	TLD Logistics Services	Basic	Automated Freight Load Matching and Carrier Optimization	Logistics And Supply Chain
93	Tranco Logistics	Basic	Automated Freight Auditing and Payment Processing	Logistics And Supply Chain
94	Trilliant Health	Basic	Automated Prior Authorization Processing	Hospital And Health Care
95	Tri-State Truck	Basic		Transportation
96	Turner's Dairy	Basic		Transportation
97	Two Roads	Basic	Automated Client Onboarding and Data Collection	Accounting
98	University Surgical Associates	Basic	Automated Prior Authorization Processing	Medical Practice
99	US Heart and Vascular	Basic	Automated Prior Authorization Processing	Hospital And Health Care
100	Valexander	Basic		Logistics And Supply Chain

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