The AI Company
How to build a fully AI Company: specialist agents, an orchestration layer, and a memory system that compounds over time
Here’s a thought experiment.
Imagine you’re hiring for your company. You post the job, interview candidates, and end up with two options:
Candidate A: Trained by the best in the world. Thinks like a top-1% professional. Has absorbed thousands of cases, dealt with edge conditions you haven’t even imagined, and will consistently outperform everyone else in the room. Expensive. Worth it.
Candidate B: Solid. Reliable. Gets the job done at a fraction of the cost. Not the sharpest in the room, but sharp enough for most tasks.
You’d probably hire both, depending on the role.
That’s exactly how AI companies are going to be built.
Inside you will find:
The Three Layer Architecture
Layer 1: How to Build Hyperspecialized Agents That Are Actually Good (The Operators)
Layer 2: The Orchestration Agent Nobody Builds (The Manager)
Layer 3: The Memory System That Compounds (The Nervous System)
The Agent Marketplace Is Coming (Here’s How to Read It)
The Variable That Still Decides Everything
What the AI Company Actually Looks Like
The Playbook: How to Start Building This Today
Seeing the Whole System in Action: A GTM Example
Where I’m Taking This
Deel just launched The Pitch, a global startup tournament, for the best founder in the world. The prices:
• 10 startups will each receive a $1M SAFE
• 100 regional winners will each receive $50K SAFEs
• $15M+ total capital deployed
And we’re officially partnering with them to push this to the Market Fit audience 🔥
This isn’t a gimmick. It’s a real funding vehicle.
Here’s how it works:
1️⃣ Submit a 5-minute application
2️⃣ Top startups get invited to regional in-person finals
3️⃣ Regional winners get funded
4️⃣ Global finalists compete for $1M
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The Three-Layer Architecture
Every AI company - whether it knows it or not - is going to converge on three layers. I’ve tested this across my own business and it’s the structure that actually holds up under production workloads.
