A Case Study at the Intersection
From AI agent concept to operational marketing system
Mi-Team started as an AI agent concept. A gap quickly surfaced: teams were adopting AI without structured workflows.
The Mi-ARC system was built to solve this, providing a structured approach to integrating AI into real marketing execution. The system was then built into a course, requiring execution across creative, UX, business development, and analytics.
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Creativity: Built a scalable visual system for AI-driven asset creation
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UX Design: Designed a workflow-based learning experience from input to execution
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Business Development: Launched and positioned a direct-to-market offering
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Analytics: Used multi-channel feedback loops to refine messaging and performance
Mi-ARC System
A Framework Built from a Market Gap
Mi-ARC (Align, Run, Certify) was developed to solve a core issue in AI adoption: teams were using tools without structure.
Instead of focusing on automation first, Mi-ARC introduces a workflow-first approach, ensuring AI is applied within defined systems, validated outputs, and controlled execution.
Applied Workflows
Mi-ARC is demonstrated through real-world marketing workflows built around the fictional Mi-Sherpa Smart Backpack launch. Each module applies the framework to practical scenarios, showing how AI integrates into actual execution rather than isolated tasks.
Creative Direction
System-driven Creative Execution
Creative execution required building a scalable visual system, including prompt frameworks and AI-assisted asset generation. The focus was on maintaining consistency across outputs while enabling speed, turning creative from isolated deliverables into a repeatable system.
System in Motion
A look at how the visual system is applied within the course, reinforcing consistency across content, structure, and delivery.
UX Design
Built for Continuity and Execution
Built around real marketing workflows, with the Mi-Sherpa Smart Backpack launch as a consistent thread across modules, creating continuity from input to execution and reinforcing real-world application.
One Product. Four Modules. One Complete Workflow.
The course is structured modularly, allowing learners to enter at any level and progress at their own pace. The Mi-Sherpa Smart Backpack launch serves as a continuous thread across all four modules, grounding each tool and technique in real-world application.
Business Development
From System to Market
Mi-Team was positioned and launched as a direct-to-market offering, supported by structured content, social distribution, and targeted messaging to generate awareness and early engagement.
From Curious to Capable to Autonomous
The Mi-Marketing tiers are designed to scale from individual capability to full team integration. Each level builds on the last, evolving from foundational AI literacy to structured workflows and ultimately toward automated marketing systems.
Analytics
Feedback-Driven Optimization
Performance was tracked across channels to evaluate messaging, engagement, and conversion paths. Insights were used to refine positioning, content, and distribution, reinforcing a continuous feedback loop within the system.
Diverse Messaging
Combined video, static, and thought leadership content to support the Mi-Sherpa launch, using each format to reinforce the system and reach audiences across channels.