Stack
Discovery and reasoning for the agentic age.
StackKansas City — AI innovation and events
Put AI to work in ways that keep getting better over time.
Cauldron Labs is an AI innovation consultancy and event planning studio based in Kansas City. We help companies and their key people put AI to work in ways that keep getting better over time.
Book a free discovery session
Two hours, no charge. It is the first step of every engagement.
What we do
Five ways in.
The tool is not the starting point. The hours a business already spends are. We build the system that gives them back.
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Self-improving agentic AI systems
Custom AI apps and agent stacks designed around how each team actually works — not around a vendor's template.
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Company brain knowledge bases
Capture what a business actually knows, so every project, decision and conversation makes the next one smarter instead of disappearing into inboxes.
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AI assessment flows
Show leaders where AI will make the biggest difference. Digital twins of people, processes and operations, so a business can test ideas before committing.
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Fast website redesign concepts
A new direction for the site, worked up quickly enough to react to before committing to a full rebuild.
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Event planning
Events that get teams and communities excited about AI, and ready to put it to use on Monday.
How it works
Crawl, walk, run.
Nothing gets built before you know what it costs. Work is scoped in three phases with clear hour estimates and budgets.
First, discovery
Every engagement starts with a free discovery session, usually about two hours, to find where AI will make the biggest difference.
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Phase one
Crawl
Get knowledge out of inboxes into one place. Pick one workflow that costs real hours.
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Phase two
Walk
Give a few key people agents that use that knowledge and learn from their corrections.
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Phase three
Run
Connect it across teams so the system improves every week without a new project.
Who we work with
Anyone ready to do the work.
We are not looking for a type of company. We are looking for a real problem and someone close enough to it to care how it turns out.
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A company putting AI to work for the first time and wanting to get the foundation right.
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A team that already has the tools but no system holding them together.
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A leader who needs their own key people fluent, not just a vendor who is.
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An organization planning an event, a launch or a room full of people they need to move.
Projects
What we are building.
Cauldron Labs is one studio running several products. Some are live and taking customers. Some are still in the lab, and we say so.
Live
Shipping, with a link you can open.In the lab
Built or building. No public door yet.Petline
Software for the people who run pet care businesses.
Hearthline
A virtual assistant for home health and family care.
Luminary
Influencer outreach for nonprofits.
Secret Agency
A productized agency built AI-native from the first hire.
9d
Goal boards on the Harada Method, with agents that track the work.
HealOS
An operating system for builders running many ideas at once.
The studio behind these is the same one that does the client work. Same method, our own products.
How the studio is fundedCapital
A new way to invest.
The usual version of this goes like this. A founder has one idea, one app, one shot. You write a check and you are buying a lottery ticket, and everyone in the room knows it. Most of those tickets lose. The ones that win are supposed to pay for all the rest, and the waiting is the entire strategy.
We are selling the opposite. You are not buying a lottery ticket on a single app. You are buying into a factory that already ships. The products exist. The method that produced them exists, and it gets used every week on client work as well as our own. What you are backing is the repeatable part: the operating system, the taste, and the rate at which the next thing gets made.
Traditional venture sells a lottery ticket and prays for a home run. Cauldron sells a factory share, with cash rights and a scheduled path to more equity. The difference matters after the first year, when a lottery ticket is still a piece of paper and a factory has revenue, a pipeline and a reason to keep going.
Competence is rewarded. Complacency is expensive.
That is the whole design. A studio that keeps shipping earns more of itself. A studio that coasts pays for that choice. We would rather be measured on the first than excused for the second, and the structure should make the difference visible instead of hiding it in a board deck.
Range is the strategy, not a lack of focus. Many projects is not a failure to pick one. It is proof that the method works more than once. This is a portfolio of company-grade ideas, each one documented, each one demonstrable, each one built in collaboration with AI. A single product is a bet on a market. A portfolio of documented, working products is a bet on a way of working, and that bet gets stronger with every line we finish.
This is not an offer to sell securities.
Start here
Two hours to find where AI actually helps.
Tell us what is taking the most time. We will spend a couple of hours on it, free, then tell you plainly whether there is a project worth doing — and what Crawl, Walk and Run would cost.