Product Judgment for AI-era PMs, Builders, & Founders

Five deliverables: (1) A vetted AI product business case ready to present to your CEO or CPO. (2) Live feedback from Rocky in the final session. (3) A three-hour session with a Fortune 10 AI leader on operating as an AI-native Product Director in Silicon Valley, plus live feedback on your case during Session 4. (4) Certificate. (5) Lifetime access.

Most practitioner searching for an AI Product course find tool tutorials. This course addresses the root cause: Practitioners skip the Explorer work. Think like an Executive. Explore like an Inventor. Pitch like an Operator. They build faster but move no needles. Practitioners who do this work solve the business problems the C-suite funds.

Most AI Product courses teach Builder skills: prompting, evals, AI tool usage. This course teaches Explorer skills first: set strategy, run discovery, frame ROI a CFO funds. Then become a sharper Builder. Without Explorer skills, AI tools make feature factories faster. They don't change whether you shipped what the company needs. That is the wedge.

In an AI-driven reorg, decisions move faster than most PMs see them. The roadmap reassigns first. The promotion goes to the PM who frames outcomes. By the time the org chart updates, the gap was already closing for months. The cohort you take now is the work that puts you on the right side of those decisions before the next round.

A Mission Steward is the practitioner who solves all three fits. Product fit (the customer's problem) is the floor. The practitioner your CEO fights to keep solves executive fit (the metric the exec is accountable for) and mission fit (the mission the company exists to serve). They think like an owner because someone trusted them to act like one.

A Product Explorer™ runs three skills before applying Product Builder skills. Think like an Executive. Explore like an Inventor. Pitch like an Operator. Every decision ties to an executive metric. The methodology is Rocky's operating model. The building blocks and phase-by-phase rhythm are taught inside the course.

We conduct the course for 3 hours per week to align with your work schedule.

Yes. You keep access to the live-session recordings, the Week 1 strategy methodology, the Week 3 business case methodology, and every exercise. Go back whenever the work calls for it: a new role, a tough exec review, a fresh AI initiative.

This course is for you if you have 3–7+ years of PM experience, have used AI tools (ChatGPT, Claude, Gemini) at work, and are open to changing how you think about product. No technical background required. Built especially for PMs on high-stakes products (public-company, regulated, mission-critical) where a wrong call costs millions or a quarter.

Product Builder builds & ships Products with AI tools. Product Explorer™ is given metrics to meet. Every decision moves them. Without thinking like an Executive, exploring like an Inventor, and pitching like an Operator, you are not an Explorer. You are a feature factory with better AI tools.

Executive skills: product strategy, mission-to-Metrics thinking, stakeholder alignment, executive communication, ROI framing. Inventor skills: customer discovery, rapid prototyping, assumption testing, pre-mortem thinking. Operator skills: business model analysis, scoping, monetization, compliance awareness, competitive dynamics, market sizing.

Yes, Rocky switched from output to outcome model in 2007. He solves problems that deliver business outcomes via Product management. Sample employers include

• Home Depot (led $1.3 bn P&L),

• BuildDirect (with founders of Amazon Business),

• MSC Direct (1 day delivery),

• U.S. Army (defuse bombs)

• Indian Army (win a war)

• Cadence (B2B renewals)

• CEO of 3 companies

Yes. Solving Problems That Matter: The best Product Builders were Product Explorers™ first. The story of building Iron Man's helmet for U.S. Army, helping bomb-disposal technicians come home alive. That mission became Product Explorer™ Methodology, refined across 6 companies and 3 sectors over a decade. https://productledceo.com/books/

Test' means running Product Discovery: prototyping, testing assumptions, and validating the business outcome before engineering builds anything to ship. Most PMs skip this step. This course makes it the foundation of every AI product decision.

Three Explorer skills run before any Builder work. Think like an Executive: set strategy tied to a business outcome. Explore like an Inventor: test risky assumptions and prove the solution is worth investing in. Pitch like an Operator: frame ROI in the language a CFO will fund. This is the Product Explorer™ Methodology. Test before you invest.

AI Product judgment is the ability to bring deep understanding of your customers, Executive Metrics, & competitive landscape to every product decision. It is what makes PMs irreplaceable. Engineers own feasibility. Designers own usability. PMs own value. That is the hardest dimension. It is the reason customers buy or switch."

You will need access to Claude's professional plan for USD 20 a month. In order to optimize time and money for you, we will cover all practical examples and skill building using just 1 AI tool. Post course, you are welcome to use any AI tools that you prefer.

Yes, The entire course is built on the previous week towards the final week wherein you leverage your work towards an AI Product business case presented in real time.

(1) Take your customized business case to your company for approval. (2) Post approval, you build AI products using the various AI tools in collaboration with Design and Engineering for commercial launch. (3) Learn & iterate as a Product Builder keeping Executive Metrics in mind

No, intentionally. AI tool tutorials are available for free. This AI Product Management course is about the thinking that prompts cannot replace. The goal is product thinking. Tool proficiency follows. The PMs who thrive in an AI era use AI to amplify their judgment. The thinking still belongs to them.

Free videos teach you what to know. This course teaches you what to do. You'll leave with an AI Product case and direct feedback from an instructor who has spent 20 years making product decisions at the executive level, including deciding who to keep and who to cut.

Yes. The course teaches alignment from the top down. When you can clearly communicate the business value of an AI product to a CEO or CPO, aligning with other stakeholders becomes much easier, because you're speaking a language the whole organization respects. The course builds the core skill that transfers across all of them.

Not directly, and deliberately so. Career decisions are personal & deserve more space than a group course can give them. This course strengthens the skills that keep your options open: building AI Product Strategy, Product exploration, making exec-level cases, & demonstrating value in ways that lead to promotions & new opportunities.

Yes. The discipline came from a place where 'ship fast and fix it later' was not an option, and that operating standard applies any time a wrong product call costs months, money, or your seat. Fintech, healthtech, hardware, B2B SaaS, AI products: the principle is the same. Connect every decision to an outcome a CFO will fund.

Yes, this course is taught LIVE with access to the Instructor throughout the duration of the course.

Please join the next cohort in order to complete the course and earn your certification.

$1,500 across 15 live hours with Rocky = $100/hour. This includes a three-hour session with a Fortune 10 AI leader on operating as an AI-native Product Director in Silicon Valley, with live feedback on your business case during Session 4. Coaching at Rocky's level typically runs $400–600/hour. Most students get reimbursed by their employer.