About The Integrity Layer

The Integrity Layer exists because one question refused to go away.

Are organizations doing what they say they’re doing?

Organizations make commitments every day — to customers, employees, communities, regulators, shareholders, and one another. Yet over time, operational pressures, competing incentives, growth, technology, and everyday decision-making can gradually create distance between those commitments and how an organization actually operates.

Organizational drift is naturally occurring, but without proper visibility, it can cost you your clarity.

The Integrity Layer exists to study that phenomenon.

We contribute to the emerging discipline of organizational coherence by helping organizations understand, observe, and strengthen the relationship between what they declare and what they consistently express through their decisions, systems, and operations.

We believe organizations rarely lose their integrity overnight. They drift.

We believe organizations rarely drift through malice or bad intent. It’s part of the invisible mechanics of the system. Our work is dedicated to making that drift visible before it becomes consequence.

Making organizational coherence measurable

Responsible AI adoption doesn’t begin with the technology. It begins with organizational coherence.

Organizations that rush into AI without first understanding their own blind spots, incentives, and behavioural patterns don’t just risk poor adoption — they risk scaling what was already misaligned. Organizational coherence is the precondition for AI that actually holds. The Integrity Layer contributes the measurement frameworks that make that precondition visible.

Assessment one

Integrity Delta Assessment™

Measures the gap between an organization’s declared commitments and its observable operational behaviour. The entry point into our work and the starting place for any coherence engagement.

Assessment two

Values Dynamics Assessment™

Measures how behavioural patterns across individual contributors and teams influence organizational coherence, revealing where alignment is reinforced, fragmented, or under pressure.

Working title — in development

Our assessment suite provides multiple ways to observe and strengthen organizational coherence. Each assessment examines coherence from a different perspective.

Our work

Research, advisory, education, and practical measurement frameworks for organizations navigating complex governance environments.

Integrity Delta Assessment™
Values Dynamics Assessment™
Responsible AI + AI Adoption advisory
Organizational coherence research
Published governance frameworks (five DOI-registered papers)
Executive education through ALIGN Vancouver
Ongoing research and development through The Integrity Layer Lab

Together, these initiatives are built around a single objective: helping organizations strengthen coherence between intention and reality.

The question that guides everything

Every project, framework, assessment, and research initiative begins with the same three questions.

01

Are we doing what we say we’re doing?

02

If not, what mechanisms are creating the gap?

03

And what becomes possible when coherence is restored?

These questions continue to guide the evolution of The Integrity Layer’s research, advisory work, and educational initiatives.

About the founder

Vanessa Chow

The Integrity Layer was founded by Vanessa Chow, a systems strategist, independent researcher, and founder with a background spanning marketing, business strategy, entrepreneurship, financial services, coaching, and AI governance.

Throughout her career, she has been fascinated by the hidden mechanics of complex systems — particularly why organizations gradually drift from walking their talk and how those shifts can be understood before they become consequences.

That lifelong inquiry became the foundation of The Integrity Layer and continues to shape its research into organizational coherence.

Credentials & contributions

Ready to understand where coherence is beginning to drift?

The Integrity Delta Assessment™ is the entry point into our work — a structured first look at where your declared values, reinforced behaviours, and daily operations currently stand.

Find Your Integrity Delta →