Wizly

Business Use Cases for Building an AI Digital Twin

Natalie Monbiot

AI Twin Pioneer | Advisor to 7 Startups |  Ex-Samsung, BMW, Coca-Cola

This asset will work for you 24/7 across lead gen, onboarding, customer insight, and more.

Translate your expertise into an intelligent digital asset

Learn how to design an AI twin that mirrors your values, judgment, and decision logic—without diluting your identity

Build trust at scale

Use AI-powered conversations, content, and context, so your wisdom is more accessible and revenue-generating

Operationalize your knowledge

Lead AI initiatives with clear goals, defensible evaluation, explicit risk decisions, and exec updates that drive alignment and investment.

CPO, GM xBraintrust, Nextdoor, OpenTable

Braintrust 🧠

Nextdoor

LiquidSpace I Work from where it works.

OpenTable

BlackRock

Elena Luneva

f-CPO. Product executive (Braintrust, Nextdoor, OpenTable, LiquidSpace)

Ex-Alexa AI Principal PM

Amazon

Elsevier

Schneider Electric

Polly Allen

Ex-Alexa AI PM turned founder at AI Career Boost

Magic

Juggernauts

AI increases what your ICs can do. It also breaks the management systems most teams rely on.Prototypes multiply. Quality becomes subjective. Risk ships quietly. You end up in every review because no one is sure what "good" looks like — or who's accountable for evals, failure modes, and rollout decisions.If you're a Director, Head of Product, or VP with multiple AI initiatives in flight: you're managing something you didn't build a system for yet. Execs keep asking "How do we know it's good?" and "What's the ROI?" — and you're the one fielding it.This two-day workshop gives you the operating system. Not theory. Not frameworks. The actual playbooks, artifacts, and rituals high-performing, AI-native teams use — built during the workshop so you leave with real deliverables, not homework.Leave with:1. A 90-day AI portfolio — clear bets, owners, and decision gates so nothing gets orphaned2. A repeatable risk review process your team can run without pulling you in3. A shared quality bar — examples, acceptance criteria, and review gates so "is this good enough?" stops being a judgment call4. Reusable operating artifacts built during the workshop — actual deliverables, not slides

Get the operating system used by high-performing AI-native teams

Install an AI-native operating cadence that keeps speed and alignment

Run AI risk reviews that drive decisions and confidence

Own and drive evaluation metrics and process, before and after launch

Implement playbooks that let your team move with you, not wait for you

Director/Head of Product: Leads AI initiatives; turns prototypes into production with clear quality, gates, and exec updates.

Eng leader (Sr Mgr/Dir/VP): Ships AI fast while managing reliability, security, and cost with consistent eval + risk reviews.

Data/ML leader (Dir/Head): Owns evals and performance; aligns product and execs with shared language and decision-ready tradeoffs.

Learn the basics of how AI works and set up your own personal AI System, with a digital twin and tools to automate your workflow.

6x Founder. Builder. AI implementer.

Anthony Franco

Built & Sold 6 Tech Companies | Author AI First Principles and the WISER Method

Cohort 1

Every professional has access to ChatGPT, Claude, Gemini. But access isn't advantage.The professionals who will thrive operate AI as a system. They build tools that compound. They create digital extensions of themselves that work continuously, not just when prompted.Right now, a small group of practitioners has made this shift. They're working with AI systems that remember, maintain context, and automate entire workflows. While others type prompts into ChatGPT, they've built personal AI operations that multiply their output.This course closes that gap in two sessions.You won't learn prompting techniques. You'll build a working AI system, trained in your voice, solving your actual workflows during the live sessions. Not someday. Now.By the end of this course, you'll wonder how you ever worked without it.

The Gap Between AI Users & Operators Defines Careers. Close it in 2 Sessions.

Understand How AI Works Under the Hood—Not Just How to Prompt It

Build a Personal Digital Twin That Thinks, Writes, and Works in Your Voice

Create Custom Tools and Production Workflows You Use the Day After Class

Learn from a Cohort of Practitioners Solving the Same Problems You Are

Leaders and managers who want to leverage AI for themselves before rolling it out to their teams. Lead by example, not mandate.

Practitioners who want personal AI systems that extend their output. Analysts, marketers, strategists, project managers, consultants.

Entrepreneurs and founders who wear every hat and need to scale themselves before they can scale their business.

Learn to find, rank, and justify AI opportunities—become the trusted leader who turns AI ideas into business results.

C-Suite Advisor | AI Strategy & Delivery

Ellen Blackwell

Turning AI Opportunity Into Growth, Confidence, and Real Business Results

Use Cases to Strategic Impact

Suzel Wyvill-Jones

From Vision to AI Execution: Turning Strategy Into Measurable Results

The pressure to bring real AI ideas to leadership is rising fast. Many professionals are being asked to recommend opportunities, evaluate vendor pitches, and build AI plans without a clear method for what to choose first.That leads to wasted budget, scattered pilots, and low-impact projects while stronger opportunities get missed.This course helps you fix that. You’ll rapidly uncover practical AI opportunities in your area, score them using a proven prioritization framework, and learn what a compelling business case looks like to funding decision-makers.You won’t just learn about AI use cases—you’ll work on your own business challenges using real tools, decision models, and executive-ready templates. Leave with a ranked list of initiatives and the confidence to lead smarter AI decisions now.

Turn AI Confusion Into Fundable Priorities That Deliver Real Value

Identify High-Value AI Opportunities

Prioritize What to Do First

Create Strong Business Cases

Lead AI Conversations with Confidence

Functional Area Executives

PMO, Strategy &amp; Innovation Leaders

Leave with the AI fluency, the leadership clarity, and the hands-on capability to lead your organization forward with confidence.

Product Leader—Time Warner, CNN, Sony

Sony Music

Warner Bros. Discovery

General Assembly

Haas School of Bus.

Chidi Afulezi

Product coach helping leaders build better products and strong product teams.

MasterClub One

We are out here doing the work. Building, leading, deciding. AI has become the accelerant for all of it, and the tools are moving so fast that most of us are still figuring out how to integrate what came out months ago, let alone what dropped this week. Forums like LinkedIn are so noisy and overstuffed with AI hype that it is hard to know what is signal and what is noise, and that is a genuinely difficult place to lead from.If your business fundamentals are solid, AI becomes the accelerant that scales your best thinking and compounds what your organization already does well. If they are shaky, AI will make you more efficient and faster at being bad. Knowing which one is true for you requires more than reading about AI or listening to people talk about it.Most of what is out there on AI is heard learning: podcasts, newsletters, LinkedIn threads. Some is intellectual learning: frameworks, books, research. Both have value. But the wisdom that actually changes how you lead is experiential, comes from doing the work yourself, in your own context, with people who push your thinking.That's what ProductDiOxide is built for. A MasterClub unlike anything else for leadership in the age of AI.

Because figuring out AI alone is taking too long. 

Evaluate where your business fundamentals stand and what AI will do to them

Map how AI multiplies good habits and compounds bad habits in your organization

Build a working AI prototype grounded in a real problem you are facing

Design an agentic workflow that operates on your behalf

Build an AI Skill that teaches Claude how you think and how you work

Develop your leadership POV on AI, built through doing, sharpened by the circle

Senior leaders, founders, and executives navigating real AI decisions for their teams and orgs, who want thinking grounded in applied work.

Board members and directors sharpening how they read AI inside the orgs they oversee, at the altitude their role requires.

Leadership coaches and advisors who want a sharper point of view and practical knowledge on AI to bring to their work and clients.

Agentic AI

Coding with AI

AI Workflows

Claude Code

OpenClaw

Vibe Coding

AI Evals

AI Transformation

RAG & Search

AI for PMs

AI for Engineers

AI for Designers

AI for Marketers

AI for Founders

Product Sense

Product Discovery

User Research

Prototyping

Growth

Analytics

Tech Foundations

Strategy

Influence

Leadership

Career Growth

Machine Learning

LLM Ops

Context Eng

Security

System Design

Figma

Design Systems

Visual Design

Design Strategy

Automation

Content Marketing

Demand Gen

Go-to-Market

Product Marketing

Positioning

Social Media

Brand

B2B Marketing

SEO & AEO

AI for Leaders

AI Governance

Communication

Management

People Operations

Exec Presence

Storytelling

Goal-setting

Personal Brand

Fundraising

Everyone

Operators

Data Scientists

Business Analysts

User Researchers

Customer Success

Project Managers

HR Professionals

Sales People

Lawyers

Finance

Investors

Real Estate

Educators

Creators

Introduction to AI Twin Pioneer Natalie

The Evolution of AI Twins: From 'If' to 'How'

Augmentation vs. Automation: Achieving 10x Performance with AI Twins

Encoding Human Nuance: Moving Beyond Knowledge to Wisdom

Practical Training: Capturing Spontaneity and Nuance for Your Twin

Case Study: A Healthcare CEO's Strategic AI Twin for Company Culture

Tools and Platforms for Building Your Business-Focused AI Twin

AI Twins in Education: Personalization and Responsibility

The Tech Stack: Data Processing and Preventing Hallucinations

Keeping Your Twin Current: Data Updates and Best Practices

Monetizing Expertise: Free Twins vs. Paid Collections

Getting Started: A Practical Approach for Business Leaders

Executives and senior leaders who set strategy, lead teams, and drive organizational outcomes.

Applying AI tools and techniques to professional workflows — assign alongside more specific AI topics.

Developing leadership skills — inspiring teams, building culture, navigating organizational complexity, and driving results through others.

Business Use Cases for Building an AI Digital Twin

What you'll learn

Why this topic matters

You'll learn from

Natalie Monbiot