Steininger AG — Zug

We model businesses on
agentic first principles

Building the next generation of AI-native companies across marketing, distribution, product, and operations.

Foundational Axioms
2025 / AI Systems

The Irreducible Truths

Agentic
First Principles

Six axioms that cannot be reduced further. The foundational layer upon which all autonomous systems must be built.

06
Principles
01

Goal Decomposition

Transform intent into action

02

Perception-Action Loop

Sense, act, observe, repeat

03

Uncertainty Modeling

Know the limits of knowing

04

Tool Extension

Finite minds, infinite reach

05

Reversibility Calculus

Caution scales with permanence

06

Human Judgment

A resource, not an obstacle