AI consulting and training for teams that want to move faster — not just talk about it.
Start a conversationWe help businesses figure out where AI actually fits — then build the systems to make it work. Not slides. Working software.
From CRM tools to internal platforms, we turn rough ideas into shippable products. Architecture, engineering, and the messy parts in between.
Hands-on AI fluency for your team. Based on real patterns from real projects — not a prompt engineering slideshow.
Already have a software business that needs to adapt? We help you find the angle, rebuild what matters, and ship the new version.
"The most important architectural decisions in AI work aren't about models or prompts — they're about persistent context, measurable goals, and continuous feedback loops." — Shapes of Intelligence
Our approach comes from building real systems and documenting what actually works. James Wilson wrote Shapes of Intelligence — a practical workbook on the patterns nobody teaches you about working with AI. It's the foundation of everything we do.
Flywheel AI is a consulting practice built by practitioners, not pundits. We've shipped AI-powered products, built infrastructure that runs for months unattended, and trained teams to do the same.
We work with established consultancies adding AI capabilities, product teams building new tools, startups figuring out their AI angle, and companies that need to pivot. If you build things and want to build them better with AI, we should talk.
Tell us what you're working on.