A small AI shop for businesses without a tech team

AI tools,
built and operated.

Most AI vendors sell software you install yourself, then bill you per message, per seat, or per API call. We don't. Kyoto Avenue builds custom AI tools and agentic workflows for businesses, installs them, and stays on the account. Two modes: bespoke engagements scoped to your problem, and productized installs we've already battle-tested. One operator per account. Flat or fixed-scope pricing. No metering, no queue.

Two ways to work with us.

Most AI projects break down into two shapes. Either you have a specific problem nobody has built for, or you have a problem we've already solved for someone else. We do both. The work changes, the principles don't.

Built for you · Custom

Bespoke AI tools and agent workflows.

You have a process that eats hours a week, a decision that depends on data scattered across systems, or a customer interaction that's too nuanced for a templated tool. We scope it, build it, install it, and operate it.

  • Internal agents that take repetitive work off your team's plate
  • Document extraction and structured-data pipelines
  • Lead routing and qualification workflows
  • Domain-specific assistants trained on your private data
Discovery call free · Fixed-scope quote after
Start a discovery call
Off the shelf · Pre-built

Tools we've already built, ready to install.

If your problem is one we've shipped a solution for, you skip the discovery call. Pay the setup fee, we install on your site, you're using it next week. Flat monthly after. We won't make you a custom thing if a pre-built one fits.

  • Sana: white-label website concierge trained on your live site. Answers visitor questions, captures leads, re-indexes hourly.
  • More tools on the bench. We'll list them here when they ship to real businesses, not before.
One setup fee · Flat monthly · No metering
See how Sana works

Same four steps, whichever mode you pick.

Whether you're booking a custom build or signing up for a productized install, the shape of the engagement is the same. Discovery, build, install, operate.

01 · Discover

We figure out what you actually need.

20-minute call. We ask about the problem and the system around it. If a productized install fits, we say so. If a custom build is required, we scope it. If AI is the wrong tool, we tell you that too.

02 · Build

We build the thing, against the scope we agreed on.

Custom builds: weeks, not months. Productized installs: 48 hours from signup. Every model choice, every integration, every fallback path gets logged so we can debug it later. No black boxes.

03 · Install

We get it running on your real systems.

You don't paste a config file into a settings page on your own. We deploy it, wire it into your existing tools, and watch the first day of real traffic with you. If something looks off in the first week, we fix it on us.

04 · Operate

We stay on the account.

One named operator owns your install. They know your business, watch the error logs, and answer when you call. We don't disappear after delivery. The thing has to keep working, and that's our job too.

Plain about what we won't do, and what we will.

The AI-agency category is crowded with consultancies that ship a deck and disappear, and SaaS vendors that bill per token. We don't fit either pattern. Here's the line, in plain terms.

What we won't do
  • Bill per API call, per token, per message, or per resolution. Pricing that scales with success punishes the outcome you hired us for.
  • Ship a deck and disappear. We don't run "AI strategy workshops" and then hand you a roadmap. We build the thing.
  • Hand you a 40-page configuration manual. If you have to read a manual to use it, we built it wrong.
  • Pretend AI knows something it doesn't. The tools we ship say "I don't know" when they should. Hallucination as a UX is not acceptable.
  • Take projects we can't deliver well. We pick clients the way good shops pick clients. If we're not a fit, we'll point you at someone who is.
What we will do
  • Fixed-scope or flat pricing you can budget for. Custom builds get a fixed-fee quote after discovery. Productized installs have published prices on the page.
  • Done-for-you setup, even on custom work. You get a working tool installed on your systems, not a Git repo and a Notion doc.
  • One named operator on your account who knows your business and answers when you call.
  • Pick the right model for the job and own that decision. The model behind the curtain is our problem to optimize, not yours.
  • Log everything we ship. When something breaks at 2 AM, we know what happened, not just that something happened.

One operator per engagement. End to end.

Every Kyoto Avenue engagement runs with a single senior operator from the discovery call through ongoing operation. Same person scopes the work, builds the system, deploys it, and is who you reach when something needs changing. No tiered support, no account-manager layer, no junior-engineer handoffs.

We keep the engagement count small on purpose so each one gets real attention. If your problem isn't a fit for what we ship, we'll say so on the discovery call.

Tell us what you're trying to do.

Custom build or productized install, the first call is 20 minutes and free. Bring a problem, not a spec. We'll tell you whether AI is the right tool, what shape the engagement would take, and roughly what it would cost. If we're not a fit, we'll say that too.

Book a 20-minute discovery call