AI diagnostic
An honest view of where AI belongs.
An honest look at what you can, should and should not do with AI. Leave with a practical first recommendation.
Free, 1–2 weeksWe help small and midsize businesses choose, build and run practical AI. With our blue collar background and frontier AI experience, we blend both to get you the right help the right way.
Start with a free AI readiness diagnostic.
AI should help you do the work you want to do.
Scope and price agreed before we start.
A 1–2 week AI readiness diagnostic.
A typical pilot, shaped to your needs.
Start with one part of the business, or bring us in for the full picture. We can work with your IT team or manage the work for you.
An honest view of where AI belongs.
An honest look at what you can, should and should not do with AI. Leave with a practical first recommendation.
Free, 1–2 weeksBetter systems. More capable people.
Improve your processes and connect your tools, with off-the-shelf or custom agents where they help your team scale.
Scoped projectsA real person behind the agents.
We run, review and improve your agents. When the work changes or an agent needs help, a real person knows your setup.
Ongoing operation and supportConfidence comes from using it.
Get comfortable with personal agents on your team’s real tasks. Learn to use the tools, check answers and handle business information.
Hands-on sessions for your teamWe will give you an honest answer on what makes sense depending on where you’re at today.
We shape the scope and timing around your needs. Some teams need training, some need a pilot, and some need a longer partnership.
We learn how the work gets done, review the tools and recommend a sensible first step.
We configure or build, connect the systems and test real examples with the people doing the work.
For managed engagements, we look after the operation, review exceptions and improve what needs attention.
Tools we build with
Museby MetaThe work, the price and the boundaries are agreed before paid work begins.
We provide a real face and a real person to be a partner to your business.
When you need help, we’ll take the call, work through the problem and keep you moving.
We start with your people, processes and tools, then work out where AI helps now and what makes sense next.
We can set up and manage the tools behind the scenes for you, too.
Track time returned, work completed and AI spend in one shared dashboard.

I come from a hardworking construction family and spent time working in utilities. Now I’m in New York, working with the most advanced AI labs.
That gives me a respect for the people doing the work, an understanding of systems that have to hold up, and a close view of what AI can do.
I want AI to benefit all of us—not just a few of us. For your business, that starts with useful tools, honest advice and helping your people feel capable.
Start with a free 1–2 week AI readiness diagnostic. We’ll look at how your business works and recommend where AI can help.
Over 1–2 weeks, we review examples of the work, your tools and the people involved. You get a written recommendation covering useful opportunities, readiness gaps and a sensible first workflow.
No. We can manage the work for you or work alongside your IT staff or outside provider. We agree on responsibilities before anything goes live.
The diagnostic is free. Scoped projects typically run $2.5K–$25K, with scope and price agreed before we start. Ongoing operation and support are scoped separately.
We start with what you already use. If a bigger change is needed, we explain the trade-offs and agree on it with you.
We agree on a starting baseline and what to measure: time still spent by your team, work completed, output quality and costs. The dashboard supports regular decisions about what to improve, expand or stop. We cannot promise a particular saving.
We work with American AI providers and review the actual settings and suitability for your workflow. We agree on approved information, permissions, human sign-off and a way to pause or hand the work back before launch.