← All articles

Felix Tay ·

Building an AI Corporate Army

I just returned from a workation.

The objective was to clear my head and map out the next phase of my operations.
I walked away with absolute clarity on my target for December 2026.

I am building an AI Corporate Army.

This is a structured, governed system of agents capable of automating 98 percent of my business, leaving me to execute only the two percent I actually care about.

I will share the exact blueprints for that vision tomorrow.

But before we can build at that scale, I have to address the foundations required to manage it, and I want to share with you how I’ve made it happen.

The industry tells you to give AI agents full autonomy and let them run your codebase.
They are handing you a dull knife and telling you to move fast.

A dull knife is dangerous because it slips.
If a physical blade lacks precision, it hacks at the material, slides off the edge, and causes a severe accident.

An autonomous agent operates with the exact same lack of precision.
When an unchecked AI makes one wrong assumption and continues executing, the error compounds rapidly.

It bypasses logic gates, ignores context, and creates massive structural damage in moments.

You cannot scale an organization using tools that slip.

That is why I built a mechanical reliability harness before expanding my operations.
It acts as a physical gate that forces the agent to stop, diagnose the environment, and wait for my explicit permission before it cuts.

I recorded a breakdown showing exactly how this infrastructure works inside my terminal.

Watch the video here: https://youtu.be/xMqvuJFNm4M 

FELIX


More from the NLC blog →