Insight AI Consultancy

AI Transformation Consulting

More capable.
Not more dependent.

Most teams have the tools. They’ve done the trainings. Nothing changed. The problem isn’t the software — it’s that no one redesigned how work actually flows.

“The goal of learning AI is not to offload your thinking. It’s to amplify it.”

— Christine Reichenbach

The Problem

95% of AI pilots
fail to scale.

That’s not a technology failure. It’s an organizational one. Teams have access to powerful tools — and no real framework for when or how to use them. Adopting AI fast isn’t the advantage. Understanding how to use it, and redesigning work around the right use cases, is.

The teams that get ahead are the ones who stop automating what they already do and start designing what comes next — understanding what customers and employees actually need, then building toward that.

That’s the difference between a team that’s always catching up — and one that’s consistently ahead.

2–4%

of executives see real transformative change from AI initiatives

McKinsey State of AI Report, 2024

37%

of executives say AI is actively wasting time or leading teams the wrong way

Salesforce AI Trends Report, 2024

30–50%

of manual work freed up for teams who redesign workflows alongside AI adoption

Based on client engagements, Equilibrium Collaborative

How We Work Together

Where to start.

AI Consulting

You learn it. You build it. You keep it.

Not a set of tools dropped on your team. A real transformation — built alongside you, where your team learns to build and maintain it themselves. The workflows, the agent ecosystem, the measurement framework. When I leave, they can keep building without me. That’s the whole point.

See How It Works

Speaking

Where AI strategy gets real.

From keynotes to executive workshops, I bring the thinking most AI conversations skip — the judgment vs. intelligence distinction, the survival pressure underneath adoption resistance, and what organizations doing this well are actually doing differently.

View Topics

Maven Course

The AI Advantage.

A structured cohort course for professionals who want to lead AI transformation in their own organizations — not just use the tools. Built from 22+ weeks of live teaching with practitioners and executives.

Join the Course

Before

The team has access to AI tools and has done trainings. Nothing fundamentally changed.

They're doing the same work they've always done — with a chatbot open in another tab.

Leaders can't show ROI. The organization keeps catching up instead of moving forward.

People are doing the minimum — afraid of getting it wrong, not sure where to start.

After

The team is AI-first. Confident, moving, building — without waiting to be told what to do.

30–50% of manual work freed up. The leader can measure it, show it, champion it upward.

Higher-level work finally has room — the strategic, creative work that's been on the back burner.

A team operating at a higher version of themselves. More revenue. More innovation. More impact.

They have the internal muscle to keep evolving — without needing outside help every time.

Measured Results

Before. After.
In their own words.

Each participant completed a 25-dimension AI proficiency assessment before and after the program — covering prompting, workflow design, agent creation, team enablement, and strategic AI leadership. The percentage below reflects their improvement across those dimensions.

Sales & Business Development

+158%

improvement in AI proficiency

PromptingWorkflow DesignStrategic AI Leadership

Before

What is safe to tell it?

After

I'm using AI to research target companies and identify the right people for prospecting. I feel 10 out of 10 ready to lead this on my team.

Healthcare Professional

+76%

improvement in AI proficiency

PromptingQuality ControlTeam Enablement

Before

I'm afraid it will hallucinate and give bad advice — and I won't know.

After

I'm using AI to research new illnesses, build care pathways, and surface what's working around the world. I feel 10 out of 10 ready.

Operations & Planning

+64%

improvement in AI proficiency

Workflow DesignAgent CreationTeam Enablement

Before

I worry that as the tools get developed, fewer people will be needed to do the job.

After

With the classes I've taken, I can point people to the right places to begin. I'm ready.

My ability to utilize AI is an advantage as I look for new roles. I'm not afraid of it — it's a differentiator.

Operations Leader · 9/10 readiness

I can show coworkers how to use AI for their jobs. I can help people who are nervous about AI feel more confident.

Non-Profit HR Leader

I no longer worry about being replaced. I've figured out which parts of my job AI can help with — and which parts only I can do.

Operations & Analytics · 7/10 readiness

AI Readiness Assessment

Where does your
team actually stand?

Five questions. A personalized read on where your team is — and what would actually move the needle.

Powered by AI. Grounded in the same framework Christine uses in every engagement.

Question 1 of 5

How would you describe your team's current AI situation?

Speaking

Where AI strategy
gets real.

From keynotes to executive workshops. I bring the frameworks and the honest conversation — the judgment vs. intelligence distinction, what the 5% of successful AI transformations actually do, and how to build a team that can do more, not fewer things.

View Topics & Book
01

What the 5% of AI transformations that actually scale do differently

02

From survival pressure to momentum: the real people side of AI adoption

03

Designing for more: how to use AI to double revenue, not just cut headcount

04

Judgment vs. intelligence: what makes your expertise more valuable now, not less

A thought doer,
not a thought leader.

Christine Reichenbach spent years as a Future of Work leader at VMware in Silicon Valley. After being laid off with the Broadcom acquisition at 34 weeks pregnant, she built two businesses from scratch using AI as the engine — and proved, with pre/post measurement, that it worked.

She sits at the intersection of design thinking, Six Sigma process discipline, and organizational design. When she leaves, the team is more capable, not more dependent.

About Christine

Ready to do more?

A conversation is the right place to start.

Let’s Talk