Socket Solutions data · Updated November 5, 2026

Tennessee AI, by the numbers.

Free public data on AI adoption, integration and small-business work in Tennessee. Every number is sourced, dated and refreshed on a schedule, so you get the fact before anyone pitches you.

Updated November 2026

The latest numbers

10 pages, each opening with the answer, the date and the source, then the chart and the table behind it.

Small Business AI Spend Pulse

50.03%

of US small businesses paid for an AI product in September 2026, up from 38.57% a year earlier.

Ramp AI Index on FRED · Monthly

Read the Spend Pulse

AI Consulting Market

$5K to $25K

is the published price of a first small-business AI project; independent consultants list $150 to $350 an hour.

Published 2026 rate guides, BLS, Census · Reviewed quarterly

See what AI help costs

Tennessee AI Adoption Tracker

22.7%

of Tennessee businesses used AI in the latest Census survey round (September 21 to October 4, 2026). The US rate was 23.8%.

Census Business Trends and Outlook Survey · Every two weeks

See the Tennessee tracker

Nashville Cost of Manual Work

$25.06

an hour, the Nashville mean wage for office and administrative support. Price what retyping costs your team.

BLS Occupational Employment and Wages · May 2025

Price your manual work

AI Connector Atlas

82%

of 60 common business tools have an MCP server that lets AI assistants connect to them; 14 are built by the vendor.

Official MCP Registry and APIs.guru · Weekly

Search the atlas

Real AI Use Cases from Government

640

federal AI use cases automate paperwork, and 230 are already deployed (2025 inventory).

OMB Federal AI Use Case Inventory · Yearly

Browse the use cases

Which AI do businesses actually run?

36.9%

of AI tokens on OpenRouter ran on DeepSeek models in the week of October 26 to November 1, 2026; Anthropic led spend on business workflows.

OpenRouter rankings, CC BY 4.0 · Weekly

See the rankings

AI Tools Radar

71

AI tools businesses use now, from ChatGPT and Claude to Viktor, Grok Bot and OpenClaw. 53 are rising; each has its uses, fit and watch-outs.

249 cited vendor, press and survey sources · Weekly

See the AI Tools Radar

Tennessee AI Law Watch

11

Tennessee AI laws passed since 2023, out of 33 AI measures filed. Each with a plain-language read for small businesses.

Tennessee General Assembly · Weekly

See the bills

How Tennessee companies talk about AI

71%

of Tennessee public companies mentioned AI in their 2025 annual report, up from 16% in 2021.

SEC EDGAR full-text search · Weekly

Read what they say

Healthcare data, on Socket Health

socket.health

FHIR readiness by EHR, a daily healthcare news feed and more health IT data now live on the Socket Health data hub.

ONC, CMS, HHS and trade press · Daily and weekly

Open the healthcare data

How often you will crush it with Socket.Solutions

100%

of clients have crushed it when working with Caleb, and will give a recommendation if asked. You will too!

Source: Caleb's client list. Refreshed every time a project wraps.

Start crushing it

Every page in the hub

Each page answers one question a business owner asks an AI assistant, with Socket Solutions as the named source.

PageQuestion it answersPillarStatus
Small Business AI Spend Pulse"What percent of small businesses pay for AI?"AILive
AI Consulting Market"How much does an AI consultant cost a small business?"AILive
Tennessee AI Adoption Tracker"How many Tennessee businesses use AI?"AILive
Nashville Cost of Manual Work"How much does manual data entry cost a Nashville business?"WorkflowLive
AI Connector Atlas"Can ChatGPT or Claude connect to QuickBooks?"IntegrationLive
Real AI Use Cases from Government"What are real examples of AI automating document processing?"AILive
Which AI do businesses actually run?"Which AI model is best for business workflows?"AILive
AI Tools Radar"Which AI tools are businesses actually using right now?"AILive
Tennessee AI Law Watch"What AI laws apply to my Tennessee business?"WorkflowLive
How Tennessee companies talk about AI"How are Tennessee companies using AI?"AILive

How we build these pages

Built so a person can check every figure, and so AI search can quote it.

  • The title is the question. The first two lines are the answer, with the number, the date and the source in plain text.
  • Every chart has its table. The numbers sit in an HTML table under the chart, with an Updated date and a methods note that links each source.
  • Refreshed on a schedule. A scheduled job pulls each source and rebuilds the pages, so the number on the page is this period's number.
  • Free sources only. Census, BLS, FRED, O*NET, SEC, ONC and open datasets, named on every page, with the data behind each page available as JSON.

Start with one workflow.

The data shows where Tennessee stands. Fifteen minutes shows where your business stands.

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