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Live in production · Powering Nation.Tattoo's Ink AI

Tandy Services AI

We didn't just build websites with AI. We built our own AI — a private system that runs on our own hardware, thinks from a real knowledge base, and gives our platforms intelligence we don't have to rent.

Why it exists

Renting intelligence doesn't scale.

Every "AI feature" you buy from a software vendor comes with two strings attached: a fee for every user every month, and your customers' data living on a server you don't control.

For a one-person shop running several businesses at once, that math breaks fast. Charge through the nose per seat, or hand your data to a third party — neither is a foundation to build on.

So instead of wiring every project to someone else's chatbot, Tandy Services built its own AI from the ground up: a private system on dedicated hardware that any of our platforms can plug into. What started as an experiment grew into a fleet of around two dozen specialized services working together.

The payoff is simple — own the brain, and every platform gets real AI features at almost no extra cost, with the data staying ours.

~24
Specialized services
3-tier
Model routing
RAG
Knowledge brain
$0
Per-seat AI fees
In production

It's not a someday project. Tandy Services AI answers real questions for real members on Nation.Tattoo today.

How it's built

A fleet of small, specialized services.

Instead of one giant black box, Tandy Services AI is many focused services — each doing one job well — coordinated behind a single secured gateway. Here's what's under the hood.

Knowledge & retrieval

A vector knowledge base the AI searches before answering, so responses are grounded in real, specific facts — not invented.

Conversation & routing

A chat service with memory, plus an intent router that classifies each request and sends it where it belongs.

Vision & image generation

Reads and describes images, and generates original artwork — used for article visuals and tattoo placement previews.

Safety & moderation

Checks messages and scans uploaded images for unsafe content before anything reaches a user.

Summarizing & content

Condenses long documents and generates written content — from news rewrites to drafts grounded in real data.

Self-healing & watchdog

A watchdog monitors every service and restarts anything that fails; an incident service escalates, and an auto-repair service even attempts code fixes.

The knowledge brain

The core idea is "retrieval-augmented generation" — fancy words for a simple habit: look it up before you answer.

Thousands of curated facts live in a searchable knowledge base. When a question comes in, the system finds the most relevant pieces and hands them to the model as context. The result speaks from real information instead of guessing.

Curated knowledge files, ingested and searchable
Some sources refresh themselves automatically on a schedule
Grounded answers — far fewer made-up facts

Smart model routing

Not every question needs a sledgehammer. Tandy Services AI sizes up each request and sends it to the cheapest engine that can answer it well.

Quick, factual questions get a fast local model. Medium ones step up. The genuinely hard, nuanced questions go to a top-tier 70-billion-parameter model — and if any tier struggles, it automatically escalates to the next.

Fast local model for quick answers
Larger model for medium complexity
Heavyweight 70B model for the hard problems
What it can do today

Real capabilities, live right now.

Grounded conversation

Answers from a real knowledge base, with memory of the conversation so far.

Image generation & vision

Creates artwork and reads images — powering news visuals and placement previews.

Content & summaries

Writes drafts and condenses long material into something usable.

Safety & moderation

Filters unsafe messages and scans uploaded images before they go live.

Powering Nation.Tattoo

"Ink AI" — the member assistant

On Nation.Tattoo, members chat with Ink AI for help, ideas and answers. Behind that friendly assistant is the full Tandy Services AI stack — knowledge search, routing, memory and safety, all running on our own server. Zero per-message fee passed to the platform.

See it on Nation.Tattoo
Where it's going

What we're trying to get it to do next.

The fleet is the foundation. The goal is to turn it into something that doesn't just answer questions — it does the work.

Next up

A real "Control Tower"

One command center — better than a chat box — where you talk to the AI by voice and it acts: builds sites, generates images, reads and writes documents, and shows the live health of every service at a glance.

Expanding

Beyond Nation.Tattoo

Right now the brain is wired into one platform. The plan is to plug it into more Tandy Services builds, so every new business gets grounded AI features for free instead of renting them.

In the lab

Voice, documents & video

Speech in and out, document understanding, and generated media — turning the system from a text tool into a hands-on assistant you can actually talk to.

Foundation in place

Logistics & routing intelligence

A routing engine already lives in the fleet — the groundwork for transport and oversize-load products when those move off the back burner.

Questions

Straight answers.

Is Tandy Services AI just a wrapper around ChatGPT?
No. It runs on Tandy Services' own hardware as a fleet of specialized services we built ourselves. Most answers are generated by models running on our own server; a top-tier cloud model is only called for the hardest questions. The knowledge, the routing, the memory and the safety checks are all ours.
What does it power right now?
Today it powers Nation.Tattoo's member assistant, "Ink AI," in production. That's the one live platform it's wired into. The plan is to extend the same brain to more Tandy Services platforms over time.
Why build your own AI instead of paying for one?
Rented AI charges a fee for every user, every month, forever — and your customers' data lives on someone else's servers. Owning the infrastructure means we control the data and can give a platform real AI features at almost no extra cost per user.
How does it avoid making things up?
Before it answers, it searches a curated knowledge base of real, specific facts and feeds the most relevant ones into the model. Grounding answers in real information is how it stays accurate instead of guessing. Some of that knowledge even refreshes itself automatically.
What can it actually do?
Hold a grounded conversation, generate written content, create images, read and describe images, moderate uploaded images for safety, summarize documents, and route each request to the right model — all behind a single secured gateway.
Want this kind of AI in your product?

Real AI, owned — not rented.

If you've got a platform that needs genuine AI features without the per-seat tax, let's talk about what Tandy Services AI could do for it.