About Us

Neurocollective created AI Adoption Engineering™: a research-backed way for leaders to practice consequential AI decisions before they face them in the real world. We engineer the standard. Our partners deliver the results.

Partners deliver the results. We engineer the standard.

The Method

Most AI frameworks are built on opinion. Ours is built on evidence.

Our methodology is derived from Dr. Lisa Palmer’s doctoral research, brought to life in Show AI—Don't Tell It (Wiley, 2026), and field-tested and refined into working products.

Diagnose & Develop.

We baseline how people actually work with AI, then build the capability that closes the gaps. As AI, skills, and teams evolve, we re-diagnose, because the capability is developed over time, never captured in a one-time score.

Deliver.

Certified partners deliver the methodology under their own brand or co-branded with us: the assessments, modern IP, and certifications their clients can't find anywhere else. Every engagement opens new revenue, sets their offering apart, and deepens the client relationship as capability grows.

Embed & Measure.

n.judgment (MCP server) puts capability insights right inside the AI tools your teams already use. And it compounds: every diagnostic sharpens it with your own data, making it more precise and more valuable over time.

Research in practice

AI-Driven Leadership Flip

Pre-AI, most of our time was spent on execution tasks. Now, armed with AI, execution happens almost instantly. Thinking, planning, and strategizing is where time, and leadership, must be focused.

AI-Driven Leadership Flip

80%Thinking
20%Execution

Why now

The Pace of AI has outrun every individual’s ability to keep up.

AI moves faster than people can absorb it. Identical technology produces entirely different value, depending on human behavior. That's why our IP gives partners exactly what it takes to build the modern, AI-relevant leadership capability their clients urgently need.

Dr. Lisa Palmer, Founder and CEO of NeurocollectiveDr. Lisa Palmer

Dr. Lisa Palmer

Founder and CEO.

Author of Show AI—Don't Tell It (Wiley, 2026).

Dr. Lisa Palmer is the founder of Neurocollective and creator of AI Adoption Engineering™, the discipline behind Neurocollective’s decision simulations, diagnostics, and certification system, derived from her doctoral research on enterprise AI adoption. She holds a 2023 doctorate in AI in enterprise environments. She has served as a Vice President at Gartner, a Fortune 500 advisor, and a CIO, and has led go-to-market at Microsoft, Splunk, and Teradata. Her perspective spans technology buyer, enterprise seller, executive advisor, board director, and researcher.

How we work

Show AI—Don't Tell It.

  • Human centered.
  • Outcome driven.
  • Built on evidence, not hype.

Our team

Builders, operators, and strategists.

Our team brings together technical, operational, and strategic leaders who know technology alone doesn't create value. We build the structure, accountability, and the AI adoption capability required to turn AI into a measurable leadership discipline.

Micah Margolis

Micah Margolis

Head of Operations

Micah Margolis leads operations at Neurocollective. His degrees in neuroscience and psychology give him a sharp read on the human behavior behind AI value creation. That insight sharpens how the company frames its methodology and keeps the team disciplined in executing the plan.

Matt Wanat

Matt Wanat

Head of Product

Matt Wanat leads product at Neurocollective. He focuses on ensuring that our offerings are useful to partners and customers, in service to building the methodology at scale that is always grounded in creating genuine business value.

Mary Mellino

Mary Mellino

Head of Partner Enablement

Mary Mellino leads partner enablement and methodology quality at Neurocollective. She makes sure every partner who delivers our methodology does it to a consistent standard, so the IP stays sharp and the client experience stays strong as the network grows.

Jake Margolis

Jake Margolis

Curriculum Architect

Jake Margolis develops the certification curriculum at Neurocollective. A Harvard-trained curriculum designer, he ensures the company's methodology translates into rigorous, evidence-based learning that enables practitioners to apply AI to their work, not just study it.

Vanessa Galvan

Vanessa Galvan

Director of Strategic Growth

Vanessa Galvan leads strategic growth at Neurocollective. She develops speaking opportunities for Dr. Lisa Palmer and builds relationships with partners who can bring AI Adoption Engineering™ to more organizations. Her background in executive operations, business ownership, and events helps turn opportunities into action.