Practical AI for the businesses of the Tri-Cities.
From workflow automation to data analysis to custom AI tools, Tri-Cities AI Lab helps local organizations put modern technology to work, without the Silicon Valley markup or the buzzword fog.
Find your best first step.
Google is no longer the only front door.
Your next customer may never see a search results page. They will ask ChatGPT, Claude, or Google's AI Mode who to call, and they will get an answer with one or two names in it. Most local websites are invisible to the tools writing those answers. Ours scored a 25 before we fixed it. By that evening it scored 83. We now do that same work for Tri-Cities businesses.
Plan, improve, build.
Every engagement starts with understanding the work. That's how we figure out where AI and automation actually help. No tools in search of a problem. Full list of services on the All Services page.
Plan
Figure out where AI actually helps before you spend a dollar building anything.
See AI Services →Improve
Automate the repetitive work and make sense of the data and documents you already have.
See AI Services →Build
Websites, code, and infrastructure that actually work, not a digital brochure.
See Digital Services →Built for the businesses that keep this region running.
Every industry has its own workflows, risks, and blind spots. We build around yours.
Law Firms
Document review, client intake automation, research assistance, and billing summaries without sacrificing attorney oversight.
Contractors
Estimate follow-up automation, job cost tracking, document management, and customer communication.
Professional Offices
Administrative automation, documentation support, patient communication, and compliant workflow tools.
Nonprofits
Grant research, donor communication, reporting automation, and volunteer coordination without adding headcount.
Marketing Teams
Content production, campaign automation, reporting, and ad copy at scale without losing your voice.
What these projects actually involved.
AI Search Readiness
We ran our own site through Cloudflare's AI readiness scanner and got a 25. By that evening, after rewriting our bot-access rules and adding machine-readable pages, we ranked Agent-Native, the top tier on the scale.
Read the Case Study →Local Business Website Rebuild
A local business lost its website with no backup. We recovered the real content from an archive and rebuilt it as a fast, simple site.
Read the Case Study →Selected work.
A few anonymized examples of the shape this work actually takes. No invented numbers, no fabricated outcomes, just the situation, the constraint, what got built, and how a person stayed in the loop.
Dustin Lifford is building something useful here at home.
Dustin Lifford is an intelligence analyst and AI consultant based in Kingsport, Tennessee. His 20-plus years in web development include thirteen years supporting regional news properties and later serving as Director of Digital and Web Development at Six Rivers Media. He now performs OSINT-based litigation work at Barrister Intelligence. He now applies that background to AI work for businesses across Northeast Tennessee and Southwest Virginia.
AI & digital insights
We've Been Here Before
Most people talk about AI like it is something happening to Kingsport. Another wave rolling in from somewhere else, aimed at somebody's job, somebody's business, somebody's kid. Here is the part nobody puts on the welcome sign: Kingsport has already died once.
Read more →
Your Business Runs on the Word "Unless"
Every automation demo shows the normal case. Real businesses run on exceptions, and those exceptions live in your best employee's head. Here is the Unless Map: a 15-minute exercise to find them before you automate, and a rule for when the system must stop and ask a person.
Read more →
When Everyone Has AI, Effort Is the Advantage
AI tools are getting cheaper and easier to reach every month. Soon the shop down the street will run the same ones you do. So the thing that separates the businesses that pull ahead will not be who owns the best AI. It will be how the owner uses it: to do more, or to think less.
Read more →Things people ask before they call.
Tell us what you are trying to figure out.
Have a specific project in mind, or just want to figure out where AI fits? Reach out. There's no cost or obligation for that first conversation. Drop a note, give us a call, or send an email.