Building AI Agents in Claude for a $20M Brand (Full Case Study)
Автор: Michal Špecián | AI for E-commerce
Загружено: 2026-02-12
Просмотров: 5104
Описание:
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Resources:
Learn MCPs = • How AI Agents Just Changed Amazon FBA Fore...
Learn Claude Code = • Why Sellers NEED to learn Claude Code (rig...
Build in N8N with Claude Code = • Claude Code Builds N8N Agents & Automation...
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In this video, I break down the exact AI system we built for an 8-figure ecommerce brand doing over $20M a year in revenue. This isn't a demo or a concept - it's a real case study showing how Claude AI agents, N8N automations, and MCP integrations are running inside a real business every single day. Most sellers are still using AI as a glorified search engine. This brand has AI agents advising on strategy, assisting with execution, and running full automations in the background.
I'll walk you through the three levels of AI in business - from Advisor to Assistant to full Automation - and show you exactly when to use each one. You'll see how we built the context engineering infrastructure that feeds meeting transcripts, Asana tasks, Notion docs, and Slack conversations into a backend database so every agent has full business context. I'll show you the specific agents we built: Orion (executive assistant handling meeting summaries, accountability reminders, and agenda prep), Kairos (business strategist that actually pushes back on your ideas), Atlas (process advisor maintaining SOPs automatically), and team-level agents like listing strategists and PPC advisors with live dashboards.
Whether you're running a 7- or 8-figure brand, you'll get the full framework for integrating AI agents into your operations - not as a side experiment, but as an essential part of how your team works every day.
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Timestamps
0:00 - The $20M Brand AI System
0:38 - 3 Levels of AI in Business
1:50 - Context Engineering (The Real Bottleneck)
3:12 - Context Stacking Framework
5:21 - AI Skills & MCP Servers
11:03 - Full AI Automations
13:40 - Running an AI Audit
16:04 - Inside the $20M Brand's AI Architecture
25:20 - AI Workspace Per Employee
27:46 - Next Steps
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#ecommerce #amazonfba #claude #aiagents
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