▲ WHITE PAPER · UNTANGLE LAB · 2026

▲ WHITE PAPER · UNTANGLE LAB · 2026

THE
INVISIBLE
LAYER.

THE
INVISIBLE
LAYER.

THE
INVISIBLE
LAYER.

Why AI adoption fails on the surface, and how to build the foundation that makes it last.

Why AI adoption fails on the surface, and how to build the foundation that makes it last.

Explore the thinking ↗

▲ 01 / THE IDEA

AI adoption has an invisible layer.

Most organisations focus on what’s visible: AI strategies, tools, pilots and roadmaps.

But what determines whether adoption succeeds often sits underneath.

How people think about AI.
What they understand.
What they fear.
What they believe is possible.

01

01

SUMMIT

WHAT YOU DO

Strategy · Pilots · Tools · Roadmaps

02

02

ACCLIMATISATION

ACCLIMATISATION

ACCLIMATISATION

WHAT YOU THINK

Mindset · Understanding · Knowledge

03

03

BASE CAMP

WHAT YOU WANT

Fears · Assumptions · Ambitions · Drivers

Hand-drawn mountain with summit flag

“The climb rarely fails at the summit.
It fails at the skipped foundation.”

“The climb rarely fails at the summit.
It fails at the skipped foundation.”

“The climb rarely fails at the summit.
It fails at the skipped foundation.”

▲ 02 / THE PUBLICATION

The Invisible Layer — Field Edition No. 02, Untangle Lab

The thinking behind the invisible layer.

The thinking behind the invisible layer.

The Invisible Layer explores why AI adoption stalls despite investment in technology, strategy and transformation.

Grounded in organisational psychology, responsible innovation and research, it offers leaders a different place to start: the mindset underneath their AI ambitions.

WHITE PAPER / OCTOBER 2026

FIELD EDITION № 02

BY MAXIME LUBBERS & VINCENT MCLEESE

32 PAGES / APPROX. 25 MIN READ

▲ 03 / PERSPECTIVES

A different conversation about AI adoption.

UNTANGLE LAB × NLMTD

AI adoption is not simply a technology challenge. It’s a leadership challenge.

AI adoption is not simply a technology challenge. It’s a leadership challenge.

Together with nlmtd, Untangle Lab explores what organisations overlook when they focus on implementation before understanding the people behind it.

Read the perspective ↗

▲ 04 / AN INVITATION

A conversation worth having.

An intimate roundtable for the people responsible for making AI adoption work.

26.11

26.11

26.11

26.11

26 NOVEMBER 2026

THE NETHERLANDS

INVITATION ONLY

Together with nlmtd, we’re bringing together a small group of AI and transformation leaders to explore the invisible layer behind AI adoption.

Not another conversation about tools or roadmaps.

An opportunity to examine the real challenges inside our organisations, share perspectives with peers, and explore what responsible, lasting adoption requires.

01 / YOUR OWN PERSPECTIVE

Discover your individual AI Mindset profile before the session.

02 / THE COLLECTIVE PICTURE

Explore how different AI mindsets shape decisions and challenges across the group.

03 / PEER EXCHANGE

Bring a real organisational challenge and examine it with experienced AI leaders.

A deliberately small group.
Selected for the conversation, not the numbers.

Start a conversation ↗

▲ 05 / THE CONVERSATION CONTINUES

Ideas worth sharing.
Conversations worth continuing.

The Invisible Layer is an ongoing conversation about the human foundations of responsible AI adoption.

Through talks, publications and gatherings, we explore what it takes to move quickly and rightly.

01 / TALKS

TEDx Talk

An upcoming talk exploring the human side of AI adoption and the invisible foundations of meaningful change.

COMING SOON

02 / FUTURE GATHERINGS

Future Roundtables

Small, carefully curated conversations bringing together leaders navigating the challenges of AI adoption.

MORE TO FOLLOW

UNTANGLE LAB · FOUNDING CONVICTION

UNTANGLE LAB · FOUNDING CONVICTION

Quickly,
and rightly.
Both. Not either.

Quickly,
and rightly.
Both. Not either.

Quickly,
and rightly.
Both. Not either.

Quickly,
and rightly.
Both. Not either.

We believe responsible AI adoption should not come at the expense of progress.

The opportunity is to move quickly and rightly. To build the foundation that makes both possible.