Real World Scenario Breakdowns

What Would I Do?

This section isn’t theory — it’s applied strategy. Each breakdown walks through a high-stakes situation where execution isn't enough and leadership must drive clarity. You’ll find how I’d approach messy org setups, product chaos, and capability gaps — using structured models and strategic foresight.

From scaling AI in 90 days to fixing broken pipelines and building tech culture from scratch — this is where the real-world mess meets real-world solutions.

Built like mini case studies....

Designed to show how I think....

Ready to be reused by you......

How to Scale AI in a Mid-Size SaaS in 90 Days

A detailed strategic breakdown for transforming scattered AI efforts into structured execution using a 30–60–90 day roadmap. Built for leaders who need speed and alignment.

Enabling Innovation in a Legacy Manufacturing Firm

A strategy breakdown for transforming a traditional manufacturing firm into a modern innovation engine. This playbook focuses on cultural shift, AI pilots, and building scalable digital foundations.

Fixing a Broken Feature Pipeline

When features miss the mark, it’s rarely about talent — it’s about coordination. This breakdown explores how to realign PM, UX, and Engineering through shared rituals, clarity, and feedback loops that bring product delivery back to life.

Building AI Readiness in a Scattered Org

A strategic blueprint to unify scattered AI experiments across large enterprises. This scenario explores how to uplift AI capabilities with lightweight structures, team ownership, and shared assets—without killing local innovation.

Fixing Agile Ritual Fatigue in a Scaled Team

When rituals feel robotic and sprints lose meaning, teams spiral into fatigue. This scenario offers a practical playbook to revive agility with fresh formats, co-designed ceremonies, and a human-first approach to collaboration.

Coming soon...

Bringing Systems Thinking to a High-Velocity Product Team

Balance speed with long-term quality using systems thinking.

Building Strategy in a Chaos-Loving Startup

Define strategy amidst volatility and unstructured ambition.

Build lean, adaptable PMO systems that don’t kill autonomy.

How I’d Set Up a Lightweight PMO from Scratch