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Aaron Libby · Organizational design for the AI era

Your AI tools work.
Your organization isn't getting faster.

AI speeds up whatever is already there, including the confusion. I help leaders fix how roles, decisions, and handoffs actually work, so AI compounds capability instead of scaling the mess — in ninety-day engagements, working directly with me.

Book a Call Take the Entropy Assessment

Not ready to talk? The assessment is free — 30 questions, about 10 minutes.

Sound familiar?

Six things I see before a leader calls me.

None of these are people problems. They're structural, and structure is fixable.

A quick test

If your key person disappeared for six weeks, would the work continue — or would you lose your translator, your escalation path, and your institutional memory?

The Model

A map of where your
organization actually is.

AI readiness is an organizational design problem before it is a tooling problem. The Organizational Entropy & Extropy Model maps where you sit on the two things that decide whether AI compounds capability or amplifies drag.

Structural Coherence (X-axis). How well the organization's priorities, roles, and decision rights fit together.
Adaptive Capability (Y-axis). How effectively the organization learns, decides, and redirects resources as conditions change.

Together they produce four patterns. Most leaders recognize their own within a minute of seeing them.

Explore the Model →
Proof

Proven in complex environments.

Peak Agility is built on 20+ years of enterprise transformation work across EdTech, financial services, direct sales, insurance technology, healthcare software, and regulated construction.

90%+
Delivery predictability

Sustained at WGU following implementation of Agile Portfolio Management practices.

100%
Commitment reliability

Reached by the final sprint of a five-month Fidelity engagement, with a 39% throughput gain on 29% less capacity.

+20%
Delivery efficiency improvement

Across a multi-year MountainView Software program spanning local and offshore teams.

See the full proof →
Engagement

Three phases. Ninety days.
One objective.

Every engagement moves the organization from entropy to extropy through the same structural sequence.

Days 1 to 30 · Diagnose

Diagnose

You get a clear picture of where the friction actually is, which people the organization silently depends on, and what to fix first.

Days 31 to 60 · Design

Design

Roles say what each person owns and owes. Decisions get made at the level where the information lives. Handoffs stop depending on who happens to be in the room.

Days 61 to 90 · Deploy

Deploy

Fewer escalations. A map of where AI will genuinely help and where it would only speed up the mess. And the changes hold after I leave.

See how engagements work →
How I work

A practice built on the principle it sells.

You work directly with me, backed by ten partner firms in the Human AI Consortium, a founding-member network of practitioners focused on human flourishing through AI. That way the work has depth behind it without depending on one person.

How we work →
Who you'd be working with
Aaron Libby

Aaron Libby

Founder & Principal Consultant

I've spent 20+ years inside enterprise transformation work — EdTech, financial services, direct sales, insurance technology, healthcare software, and regulated construction — usually as the person responsible for making delivery actually work.

What I kept running into was the same thing: the problem was almost never the team's capability. It was the structure they were working inside. Peak Agility is what I built to address that directly.

More about me → LinkedIn →
Insights

Writing from the practice.

Field notes, frameworks, and working theses from active engagements. Published on a predictable cadence, never for its own sake.

Featured Essay

Role Advocacy: What You Own vs. What You Owe

Responsibility tells you what you own. Advocacy tells you what you owe. The difference between those two sentences is the difference between a job and a role.

Read the essay →
Founding Document · April 2026

Organizational Entropy and Extropy: Why AI Magnifies Organizational Design

When AI enters a structurally incoherent organization, it doesn't fix the problem. It accelerates it.

Read the paper →
Insights

The conditions that make organizations work.

Role design, structural coherence, adaptive capability, and what changes when agents begin occupying roles humans used to hold.

Explore the hub →
Start Here

Start with a conversation.

Tell me what isn't moving and I'll tell you whether it's structural. If you'd rather look at your own situation first, the assessment is free — 30 questions, about 10 minutes, and you'll see where you sit on the Coherence Matrix as soon as you finish.

Book a Call Take the Entropy Assessment