AIROI Association

Become the Person
They Can't Replace.

In the Humans+Agents Economy, there are two kinds of people: those who use AI, and the rare few who orchestrate it. Operator is for the second.

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14 days free · Black Belt 01 + Weekly Calls

Your Guides

Steve Cunningham

Curriculum Lead

I've spent the last two years building AI systems for enterprise clients and training professionals to operate in the humans + agents economy. I lead the 49 on-demand workshops and core methodology that form the foundation of this program.

LinkedIn Website

Jackie Schwabe

Head of Operations

ICF MCC Certified Coach and product leader with a decade of experience at Cornell's eCornell building online learning systems. I lead operations at AIROI Association and bring Steve's frameworks to life through coaching and community facilitation.

LinkedIn
The Shift

Welcome to the Humans + Agents Economy

AI agents can now work autonomously. They run in parallel. They produce while you sleep. And everyone — not just engineers — can build and deploy them.

This changes everything.

By the end of 2026, every professional will be doing one of two things:

Building agents — Designing the AI systems that do the work

Operating agents — Running and directing systems someone else built

Either way, you need the same five skills.

The problem? Most people's agents produce garbage. Inconsistent, off-brand, unusable output. The new bottleneck is operating AI systems that produce quality at scale.

The people learning these skills now will be teaching everyone else by December.

Five Black Belts. One complete path.

The new bottleneck is operating AI systems that produce quality at scale. These five disciplines take you there.

BLACK BELT 01

Workflow Engineering

The foundation. Learn to design and run AI-augmented workflows for your own work.

1x → 2x

BLACK BELT 02

Deliverable Engineering

Produce world-class outputs. Build systems that generate quality at speed.

2x → 5x

BLACK BELT 03

Performance Engineering

You + AI = Performance Coach. Compound your capabilities over time.

5x → 10x

BLACK BELT 04

Context Engineering

Build living knowledge systems. Create the context infrastructure that powers everything.

10x → 100x

BLACK BELT 05

Agent Orchestration

Multi-agent production systems. Orchestrate teams of agents for enterprise-scale output.

100x → 1000x

Your productivity multiplier progression:

1x 2x 5x 10x 100x 1000x
01
Black Belt Included in Free Trial

Workflow Engineering

Purchased separately: $1,500

Why It Matters

This is the foundation. Nine modules that transform how you work with AI — from basic prompting to building complete workflows that run without you.

Most people use AI like a search engine. You'll learn to use it like an employee — one that follows your methodology, maintains your standards, and produces consistent output every time.

By the end, you'll have a complete system for any repeatable task in your work. The 1x → 2x multiplier that makes everything else possible.

What You'll Master

  • The complete prompt engineering methodology — from single queries to complex chains
  • Context management — how to give AI exactly what it needs to produce quality output
  • Workflow design — breaking any process into steps AI can execute
  • Quality control — systematic approaches to catch and correct errors
  • Template systems — reusable frameworks for your most common tasks

"I was mostly feeling overwhelmed and anxious about the rapid changes in technology and now I feel like I am well informed and consistently use AI tools in my work and business. I feel much better."

Mark Busse Business Owner View on LinkedIn
02
Black Belt

Deliverable Engineering

Purchased separately: $1,000

Why It Matters

You become the person who can produce world-class strategic output across the entire organization — at a scale you could never achieve before.

World-class strategy. World-class product ideas. World-class marketing and sales materials. You become the person who can help everyone in the organization produce at the highest level.

You'll build interactive tools that solve real problems. By the end, you'll create full applications that help your company or clients — working software, not PDFs that sit in folders.

What You'll Build

  • Strategic deliverables — plans, analyses, recommendations that drive decisions
  • Product and innovation materials — research, concepts, go-to-market plans
  • Marketing and sales assets — campaigns, proposals, pitch materials that convert
  • Interactive tools — calculators, assessments, dashboards that solve problems
  • Full applications — working software that helps your organization or clients

"The AI Black Belt program has transformed how I work as Chief Legal Officer. It allows me to treat generative AI as my thinking partner, legal colleague, and intern, handling first drafts, analysis, and exploration so I can focus on strategic analysis for critical business and legal decisions."

Janet McNicholas Chief Legal Officer View on LinkedIn
03
Black Belt

Performance Engineering

Purchased separately: $1,000

Why It Matters

Every organization has performance problems hiding in plain sight. Processes locked in people's heads. Workflows that vary person to person. Bottlenecks that nobody can diagnose systematically.

You + AI = Performance Coach. AI gives you x-ray vision into how work actually gets done. You can see into any process, diagnose what's broken, and engineer improvements. The person who can do this becomes the most valuable person in the room.

What You'll Master

  • See into any process and diagnose performance problems systematically
  • Document and standardize how work actually gets done
  • Turn tribal knowledge into repeatable systems
  • Engineer improvements that stick — lasting changes, not band-aids
  • Help any team in the organization perform at a higher level

"I have carved at least a day off of my work week which is invaluable for a business owner. I have a robust pipeline of opportunities for '26 and I feel I am 3 steps ahead of the IT folks I work with in understanding the people change that needs to happen."

Maureen Ennis Business Owner View on LinkedIn
04
Black Belt

Context Engineering

Purchased separately: $1,000

Why It Matters

Agents are only as smart as the context you give them. Most people's agents know nothing about their business, their customers, their voice, their standards. So they produce generic output that sounds like everyone else.

Context engineering is how you build living knowledge systems that make AI smarter about your business every day. Your context library becomes your competitive moat — the thing that makes your agents better than everyone else's.

What You'll Learn

  • Design context files that compound value over time
  • Build customer intelligence systems
  • Create institutional memory that scales
  • Structure knowledge for AI consumption
  • Turn tribal knowledge into agent knowledge

"I've developed strategies plus implementation in maybe 10% of the time it might usually take. I've built a personal library of AI-driven workflow templates ready to be adapted for future projects."

Sara Husk Professional View on LinkedIn
05
Black Belt

Agent Orchestration

Purchased separately: $1,000

Why It Matters

One agent is a tool. Multiple agents working together is a production system.

Agent orchestration is where everything changes. You deploy agents that work in parallel, producing while you sleep, improving with each batch. This is how you scale production without scaling headcount. This is the multiplier that separates AI users from AI operators.

What You'll Learn

  • Design multi-agent workflows
  • Build systems that run autonomously
  • Create feedback loops that improve quality over time
  • Coordinate agents that hand off work to each other
  • Scale production without scaling headcount

"Building this program forced me to live it. I now run multi-agent systems that produce client deliverables, research, and content while I sleep. Things that would have taken my team weeks now happen in hours. Agent orchestration is how I run my business today."

Steve Cunningham Founder, AIROI Association View on LinkedIn
The Community Included in Free Trial

The AI Operator Community

A working group of AI operators pushing the limits of what's possible.

Every week, you get direct access to Steve and Jackie — two people running production AI systems for real clients, in real time. We share what's working, what's breaking, and what we're building next. No theory. No hype. Just the actual frontier.

The people in this community are operating AI — building systems that produce while they sleep, compounding their capabilities every week.

If you're serious about becoming irreplaceable in the Humans+Agents economy, this is where you belong.

Weekly Live Calls Direct access to Steve & Jackie
Private Peer Group Operators pushing limits together
Inside Access What's working right now
Start Free

Try Before You Commit

14 days free. Get Black Belt 01 + Weekly Community Calls. No credit card required.

Individual Black Belt

Master one discipline at a time

$1,500 per year
  • Complete curriculum for one Black Belt
  • Hands-on projects and assignments
  • Official certification upon completion
  • Annual updates as AI evolves

Available Black Belts:

01 · Workflow Engineering 1x → 2x
02 · Deliverable Engineering 2x → 5x
03 · Performance Engineering 5x → 10x
04 · Context Engineering 10x → 100x
05 · Agent Orchestration 100x → 1000x
Select a Black Belt

Community Membership

Weekly access to what's working now

$500 per month

or $5,000/year (save $1,000)

  • Weekly live calls with Steve & Jackie
  • Inside look at how we run Humans+Agents
  • 49 on-demand workshops
  • Private peer group access
  • Direct Q&A — no gatekeeping
Join the Community

Start Your 14-Day Free Trial

Get full access to Black Belt 01 + Weekly Community Calls

We review every application to ensure our community stays high-quality. You'll hear back within 24 hours.

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In the meantime, check out our books, podcast, and events on the Humans+Agents Economy.

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