We turn Claude into a real operator inside your company — eliminating manual work, structuring decisions, and giving your team 10+ hours back every week.
"He didn't just talk about AI; he showed us how to practically implement it."— Tim Yeager, VP Development, UDR
FREE TOOL
Claude is only as useful as the context you give it. This tool generates the files that turn Claude from a chatbot into a coworker — the same structure we use with clients before we automate anything.
Generate your files →THE PROBLEM
Leadership spent two days in the Hill Country. Forty-seven action items. Three weeks later, no one can find the offsite doc, half the "decisions" are being relitigated in Slack, and your COO is quietly rebuilding the list from memory.
Your CEO spends a full day pulling numbers from Stripe, HubSpot, and three spreadsheets, writing commentary, and chasing department heads. The deck is 22 slides, the board reads four, and by next month half the narrative has drifted.
AEs run 40 discovery calls a month. Each produces 2–3 pages of notes in somebody's personal Notion. Nothing rolls up into product themes, CS handoffs are missing context, and when a deal stalls nobody can trace what the customer actually said 60 days ago.
Most teams don't need more tools. They need a system for how work gets done.
THE PRODUCT
Your team learns how to use Claude as a real operator — not just a chatbot. We build workflows that immediately replace manual work.
Train multiple teams and map where AI can take over repetitive processes. You leave with an AI Leverage Map ranking the highest-value opportunities for automation.
We build the systems your team actually needs. Integrations, internal tools, and workflow automation that scale.
This is not training for the sake of training. Your team leaves with workflows they use the next day.
SOCIAL PROOF
HOW IT WORKS
We train your team on Claude using your actual work — not hypothetical demos.
We find exactly where manual effort is slowing your team down.
We build custom tools and integrations around your highest-leverage workflows.
Most teams stop at experimentation. That's why nothing changes.
WHAT ACTUALLY CHANGES
The goal isn't better prompts. It's removing work.
ABOUT
I'm Charlie Scott, founder of Outer Limits AI. I spent 20+ years in enterprise product management — including at AT&T — shipping products used by millions. That taught me the difference between AI theater and AI that actually changes how work gets done.
I guest-lecture on AI at USC's graduate program in International Public Policy and Management. I've trained development teams at public companies on moving from AI curiosity to real implementation. And I build — including Snap Campaigns (an AI marketing platform) and the free Claude Cowork tool on this site.
Most AI consultants will hand you a 60-page strategy deck. I'd rather spend a day with your team and leave you with three workflows you're using tomorrow morning. That's the work.
We build on Claude because it's the strongest model for operator workflows today. The methodology is model-agnostic — if your team is standardized on Copilot or ChatGPT, the workshops and systems adapt.
Book a 15-minute call →
PRICING
Get your team to real workflows fast.
Hands-on training and deeper engagement.
Training, strategy, and an AI Leverage Map. 100% credited toward a Custom Build within 60 days.
Built around your workflows and internal tools.
2 workflows shipped/mo, quarterly exec review, coaching for up to 10 users, weekly office hours.
We don't charge for time. We charge for the time we give back.
Start with a 15-minute AI audit. We'll show you exactly where Claude can create leverage in your business.