DESIGNING THE INVISIBLE™

Human + AI Operating Performance

Human + AI Operating Performance

Helping organisations successfully adopt and operate technology, AI and new ways of working by improving decision quality, trust, behaviour and performance.

The challenge is rarely a lack of information. The challenge is deciding what matters.

20+ years leading transformation, behaviour change and technology adoption across global organisations including Diageo, Nike, Dr Martens, Anglo American and easyJet.

Understanding the human factors that determine whether technology delivers value.

Judgement, adoption and performance where operating models meet AI-enabled decision systems.

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same:

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same:

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same:

Noticing what matters before it is too late.

Noticing what matters before it is too late.

Noticing what matters before it is too late.

Trusted experience across global brands

Diageo

Dr Martens

easyJet

The Signal Problem

The signal was present.

The signal was present.

The signal was present.

The organisation missed it.

The organisation missed it.

The organisation missed it.

Most organisational failures are not caused by a complete absence of information. They are often preceded by signals that were available but not recognised, interpreted or acted upon in time.

Most organisational failures are not caused by a complete absence of information. They are often preceded by signals that were available but not recognised, interpreted or acted upon in time.

Most organisational failures are not caused by a complete absence of information. They are often preceded by signals that were available but not recognised, interpreted or acted upon in time.

TRANSFORMATION

Technology deployed.
Adoption never followed.

Technology deployed.
Adoption never followed.

CYBER & RISK

The signal was present.
Nobody acted.

The signal was present.
Nobody acted.

PEOPLE & TALENT

Decision made.
Rationale unclear.

Decision made.
Rationale unclear.

DATA & TECHNOLOGY

More information.
Less certainty.

More information.
Less certainty.

OPERATIONS

The issue was visible.
The response came too late.

The issue was visible.
The response came too late.

Different domains.

Different consequences.

The same underlying challenge.

Recognising which signals matter before it is too late.

Recognising which signals matter before it is too late.

Recognising which signals matter before it is too late.

Organisations Are Surrounded By Signals

Customer signals. Operational signals. Technology signals. AI signals. Risk signals. Employee signals. Most organisations have more information than ever before. The challenge is not collecting information. The challenge is detecting what matters, interpreting it correctly and acting before small issues become significant problems.

AI Adoption

Turning concern, ambiguity and experimentation into credible patterns of use.

Decision Quality

Improving judgement under pressure when signals are weak, noisy or contested.

Governance

Creating practical controls that protect trust without slowing learning.

Performance

Designing operating habits that convert technology investment into visible results.

Signals Become Outcomes Through Decisions

Performance rarely depends on information alone. It depends on how people interpret signals, make decisions and adapt under conditions of uncertainty.

SIGNALS

SIGNALS

SENSEMAKING

SENSEMAKING

DECISIONS

DECISIONS

ADAPTATION

ADAPTATION

OUTCOMES

OUTCOMES

Why Clients Engage

Technology rarely fails because of technology.

Performance depends on how people interpret information, make decisions, build trust and adapt their behaviour.

Work sits at the intersection of:

Human judgement

Human judgement

Human judgement

01

Organisational behaviour

Organisational behaviour

Organisational behaviour

02

Technology adoption

Technology adoption

Technology adoption

03

AI-enabled decision environments

AI-enabled decision environments

AI-enabled decision environments

04

Expertise

Transformation, adoption and human performance capability for technology-mediated environments.

Transformation, adoption and human performance capability for technology-mediated environments.

Transformation, adoption and human performance capability for technology-mediated environments.

01

Transformation & Change

Business Readiness · Technology Adoption · Operating Model Change · Stakeholder Alignment · Behaviour Change · Communications & Engagement

Business Readiness · Technology Adoption · Operating Model Change · Stakeholder Alignment · Behaviour Change · Communications & Engagement

02

Human + AI Performance

AI Adoption · Human Oversight · Governance & Trust · Decision Quality · Explainability · Operational Readiness

AI Adoption · Human Oversight · Governance & Trust · Decision Quality · Explainability · Operational Readiness

03

Designing the Invisible

Signal Detection · Organisational Sensemaking · Human-Centred Research · Complex Systems · Culture & Behaviour · Performance Under Pressure

Signal Detection · Organisational Sensemaking · Human-Centred Research · Complex Systems · Culture & Behaviour · Performance Under Pressure

Areas of Exploration

Questions, disciplines and operating environments shaping the work.

01

High Reliability Organisations

High Reliability Organisations

02

Human Factors

Human Factors

03

Sensemaking

Sensemaking

04

Behavioural Science

Behavioural Science

05

Complexity

Complexity

06

Human-AI Collaboration

Human-AI Collaboration

SIGNALS

What is being missed?

What is being missed?

SENSEMAKING

How is uncertainty interpreted?

How is uncertainty interpreted?

DECISIONS

How do people, technology and governance interact?

How do people, technology and governance interact?

ADAPTATION

How do organisations respond and learn?

How do organisations respond and learn?

PERFORMANCE

How do better decisions become better outcomes?

How do better decisions become better outcomes?

FOUNDATIONS

Three domains that continue to shape the work.

Exploring how organisations perform when information is incomplete, conditions are changing and important signals can be easily missed.

MISSION CONTROL

Mission Control

Performance under uncertainty.

Signals • Anomalies • Expertise • Resilience

COMPLEXITY

Complexity

Making sense of changing conditions.

Sensemaking • Adaptation • Emergence • Multiple Perspectives

HUMAN + AI

Human + AI

Trust, judgement and decision quality.

Trust • Oversight • Decision Quality • Human Judgement

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same: recognising which signals matter and acting before it is too late.

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same: recognising which signals matter and acting before it is too late.

From AI-enabled recruitment to cyber operations, transformation programmes and complex operating environments, the challenge is often the same: recognising which signals matter and acting before it is too late.

Designing the Invisible™

Technology is visible. The conditions that determine whether people use technology effectively are often invisible. Trust. Attention. Sensemaking. Decision confidence. Expertise. Psychological safety. Human-AI collaboration. These invisible factors shape how organisations perform under uncertainty.

I

Human Signal Intelligence

II

Decision Intelligence

III

AI Governance

IV

Adaptive Operations

Selected experience

Selected Experience & Perspectives

Experience spanning digital transformation, organisational change, technology adoption and complex operating environments where people must interpret information, make decisions and maintain performance under conditions of uncertainty.

From global technology programmes and operating model change to AI-enabled transformation and behavioural adoption, the focus has remained consistent: helping organisations move from implementation to effective operation.

From global technology programmes and operating model change to AI-enabled transformation and behavioural adoption, the focus has remained consistent: helping organisations move from implementation to effective operation.

From global technology programmes and operating model change to AI-enabled transformation and behavioural adoption, the focus has remained consistent: helping organisations move from implementation to effective operation.

Diageo

Global AI-enabled recruitment transformation

Designed decision environments, governance frameworks and capability approaches supporting responsible adoption of AI-enabled recruitment across global markets.

Nike

EMEA SAP S/4HANA transformation across 26 countries

Led the people side of a major enterprise transformation spanning technology, operations and organisational change across multiple markets.

Dr Martens

Business transformation and operating model change

Supported large-scale transformation initiatives focused on adoption, organisational effectiveness and business performance.

Additional experience includes Anglo American, easyJet, telecommunications, retail, public sector and regulated environments.

Trusted by Leaders

Transformation succeeds through trust, clarity and the ability to bring people together around complex change.

LinkedIn Recommendation

“Creative problem solver is the phrase that comes to mind when I think about Larry.”

“Creative problem solver is the phrase that comes to mind when I think about Larry.”

“Creative problem solver is the phrase that comes to mind when I think about Larry.”

Larry led change on Nike’s EMEA SAP S/4HANA and SAP CAR transformation across 26 countries. He navigated a technically and organisationally complex environment with creativity, resilience and exceptional stakeholder engagement.

Gerald Van Den Esschert

Global Director of Technology Programs, Nike

LinkedIn Recommendation

“Larry is a connector with the ability to explain complex technical topics in a snackable way to non-techies.”

“Larry is a connector with the ability to explain complex technical topics in a snackable way to non-techies.”

“Larry is a connector with the ability to explain complex technical topics in a snackable way to non-techies.”

He combines strategic thinking, relationship building and practical delivery to help organisations navigate complex transformation environments. He brings people together, simplifies complexity and helps teams move forward with confidence.

Nicole Lesterhuis

Transformation Special Forces | Investor & Co-Founder, STRETCH | Ex-Nike

What’s Being Noticed

What’s Being Noticed

The most interesting organisational challenges rarely begin with a lack of information. They begin when important signals go unnoticed, are misinterpreted or are acted upon too late. This section captures selected observations, questions and emerging ideas from ongoing work, research and exploration.

What Is Being Missed?

Small anomalies often precede major failures.

Most organisations do not fail because information is unavailable. They fail because important signals are not recognised, interpreted or acted upon in time.

Changing Interactions, Not Individuals

Why changing people rarely changes systems.

Complex environments are shaped by interactions, relationships and conditions. Lasting change often begins there.

Designing The Invisible

Technology is visible. Success conditions are not.

What the AI Experience Summit revealed about adoption, trust and decision-making in AI-enabled organisations.

Better Decisions. Better Adaptation. Better Performance.

Supporting organisations to strengthen decision quality, improve adaptability and create the conditions for successful performance in complex environments. Decision Quality · Operational Performance · Human + AI Collaboration · Organisational Adaptability · Trust & Confidence · Resilience

LET’S CONNECT

Start a Conversation

Start a Conversation

Start a Conversation

Most conversations start with a question, an observation or a signal that doesn’t quite fit. Whether you’re exploring AI adoption, transformation, cyber resilience, organisational performance or decision-making under uncertainty, I’d be interested to hear what you’re seeing. Choose the conversation that works best for you.

WHATSAPP

For quick questions and exploratory discussions.

For quick questions and exploratory discussions.

A simple route for short questions, early signals and informal conversations.

Message on WhatsApp →

LINKEDIN

For professional conversations and ongoing dialogue.

For professional conversations and ongoing dialogue.

Connect, share an observation or continue the discussion.

Connect on LinkedIn →

EMAIL

For collaborations, introductions and longer enquiries.

For collaborations, introductions and longer enquiries.

Send an Email →

Different challenges.

Different contexts.

The same underlying question:

What are we missing?

What are we missing?

Creator of Designing the Invisible™

Exploring signals, judgement and performance in technology-mediated environments.

© 2026 Larry Anderson · Human + AI Operating Performance