Erica Layer — AI-Native Fractional COO

Everyone can feel how fast AI is changing work. Almost nobody knows where to start.

I'm an AI-native fractional COO. I spent 20 years building operating systems for organizations, and now I help purpose-driven leaders and professionals do the same with AI, so they're building what's next instead of falling behind.

For organizations, book a call. For individuals, build your own AI operating system with TEMPO. No technical background needed.

Most people I talk to are already using AI. It just hasn't changed how they work.

Most people already use AI as a thought partner. They open a chat, talk through a problem, and get something useful back. But it lives in a separate window, and the work still gets done the way it always was. I've built AI into how I actually work, as a colleague woven through everything I do. It hasn't just made me faster. It's raised the quality, the range, and the amount of what I can produce, well beyond what I could reach on my own. Not more, thinner output, but deeper than I could do alone. That is what I help people and organizations do.

Three ways to work with me

Risograph illustration of a team assembling an organization's operating system together

01 — Embed

Fractional COO

I work inside your organization as a fractional COO, building the human operating system and the AI infrastructure together, and building your team's capacity to run both.

How I embed →

Risograph illustration of a scattered manual process resolving into one self-turning machine with an AI node

02 — Build

AI-native operations

I take a process your organization repeats constantly and rebuild it with AI in the loop, so it runs reliably and stops depending on any one person. Your team ends up owning the system, not just using a tool.

What I build →

Risograph illustration of a guide with people each building their own AI operating system

03 — Teach

AI operating systems

I teach non-technical professionals to build their own AI operating systems. For individuals, that's TEMPO, my six-week cohort. For organizations, I run private cohorts tailored to how your team actually works.

For you: TEMPO → For your team: private cohorts →

See my work in action

Layer OS, the AI operating system I built to run my practice, showing my client portfolio, connected tools, and daily plan

Layer OS, the AI operating system I built to run my own practice. Every client, project, and priority in one place, wired to the tools I work in and updated on its own. See the case studies →

Three case studies: an operations portal, a marketing automation system, and my own AI operating system. Real systems in production, built without an engineering team.

Read the case studies →

In their words

“Erica is a rare combination as a fractional COO: real experience, sharp judgment, and energy most people can't sustain even full-time. ‘Fractional’ usually implies half-there. Erica is the opposite, her presence and contributions are constant.”

Rob Hughes

Co-Founder & CEO, Tandem

“Erica has an extraordinary ability to navigate ambiguity and complexity, distilling challenges into clear, actionable steps, integrating feedback and diverse perspectives, and ensuring follow-through. She is that rare blend of systems thinker and meticulous doer, equally skilled at shaping high-level strategy and managing operational details with precision.”

David Hershberg

Former Director of Partnerships, D-tree

“She's a problem-solver through and through: a true doer who rolls up her sleeves, tackles challenges head-on, and gets things done. She balances big-picture, strategic thinking with a sharp attention to detail, moving seamlessly between high-level planning and hands-on execution.”

Alison Clark

Former CFO, D-tree

Recent writing

Risograph illustration of AI agents passing an ad around a loop, one grading it, a human approving at a gate, and a compounding stack.

JUL 2026

Built to compound: the marketing engine we run at Tandem

A small, part-time team runs whole marketing campaigns with a system of AI agents that grade each other, and human judgment at every gate.

Risograph illustration of a person interviewing a friendly geometric figure across a small table.

JUN 2026

Treat AI like a new colleague

Most people don't know where to start. Onboard AI like a new team member and let it interview you.

Risograph illustration of building a modular structure and filling its gaps.

JUN 2026

Build, find the gaps, fix them, repeat

I heard one prompt on a podcast and ran it against my AI operating system.

TEMPO — build your own AI operating system

TEMPO is a six-week cohort where non-technical professionals build a working AI operating system shaped around how they actually work. Small groups, fully recorded, built around real practice rather than theory.

You don't start from scratch. You start from a system I've spent months building and refining, and you make it yours.

Everyone can feel how fast AI is changing work. Almost nobody knows where to start.

Most people I talk to are already using AI. It just hasn't changed how they work.