The 3-Key Framework That Gives
Your AI Permanent Memory
Most AI tools forget everything after every session. ACMI (Agentic Context Management Infrastructure) gives your AI a persistent memory layer — so it knows your business, your clients, and your goals across every conversation, forever.
Used by operators at 50+ businesses to run AI without babysitting it
Every AI tool you use
starts from zero.
You spend 20 minutes explaining context to ChatGPT. Next session, it's gone. You re-explain. It's gone again.
You connect a "smart" CRM to your AI. It still doesn't know which leads are actually hot. It doesn't remember that Mrs. Johnson prefers email over calls. It doesn't know you closed the Acme deal last week.
The AI has no memory. And without memory, there's no intelligence — just pattern matching.
Three keys. Everything else is derived.
Every entity in your business — a client, a deal, a project, a person — gets exactly three keys. That's the whole protocol.
Hard state. The facts that don't change often. Name, stage, contact, role, who owns it. Think of it as the record in your database — the things you'd never lose.
Soft state. What the AI synthesizes right now. Sentiment, urgency, next action, what's blocking. Updated constantly — every interaction changes the signals.
The event stream. Every touchpoint in order. Call, email, decision, status change — logged forever, searchable, auditable. The source of truth for "what happened."
"With these 3 keys, any AI agent can walk into your business
and immediately know what it's doing."
Everything you need to start building
The kit is designed to be used immediately. Not a report to read and forget — a working template to apply today.
The ACMI Business Entity Model
A Notion/CSV template with Profile, Signals, and Timeline columns pre-built for 5 common business entities: leads, clients, projects, deals, and team members.
The 30-Day Signal Audit Guide
A step-by-step walkthrough to audit your current workflows and identify where the biggest context gaps are — and which ones to fix first.
The Starter Code Pack
Copy-paste Node.js scripts that implement the full 3-key model on top of Upstash Redis. Up and running in 20 minutes, no credit card required.
The AI Conversation Starter Pack
10 pre-built prompts designed to be used with the ACMI model — so the AI always has context and always delivers useful output instead of generic responses.
Get the free kit
Enter your email and I'll send you everything — plus a 5-day email course on building your first ACMI-powered workflow.
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The kit is on its way. Also — want to talk through how to apply this to your specific business?
Book a Free 20-Min Strategy CallBuilt by practitioners, not theorists.
"I stopped explaining the same context to every AI tool every single session. With ACMI, my sales AI knows my pipeline the way I do — and surfaces the right action at the right time."
Jordan Davis
Account Executive, SaaS
"My whole team runs on ACMI now. The CRM is connected, the AI knows every client's history, and I'm not the only person who knows which deals are actually moving."
Sarah Kim
Operations Director, HVAC Firm
I'm Mikey Shaw.
I build AI operating systems for operators — the people running real businesses who are tired of AI tools that don't remember anything, don't know their business, and don't do the actual work without constant babysitting.
ACMI is the framework I built for my own fleet of agents — and then realized it works for any business. This starter kit is the fastest path from "AI tool that forgets everything" to "AI that actually runs your business."
Talk to me directly on a 20-min call →Ready to give your AI a memory?
The starter kit is free. No credit card. No sales pitch. Just the framework.
Get the ACMI Starter Kit — Free