A seven-essay series · 2026

The Productivity
Supernova

How Human + AI Teamwork Releases an Explosion of Productivity

Brad Mancini & Simon Fennessy

Complexity is the root cause of enterprise failure. AI makes it possible — for the first time — to collapse that complexity rather than manage it.

CRISIS → FRONTIER → CENTAUR → COLLAPSE → ORBIT → ENTERPRISE → SUPERNOVA

The Challenge

957
Apps per Enterprise
27%
Integrated
23m
Refocus Time
$2.3T
Lost Annually

Sources: MuleSoft Connectivity Benchmark · Gloria Mark, UC Irvine · IDC/Gartner estimates

The Problem
Enterprises accumulate complexity like organisms accumulate toxins — it impairs function and eventually causes failure.
The Opportunity
AI uniquely allows humans to simplify rather than manage — by automating the orchestration layer that connects disparate systems.
The Method
The Centaur model: one person, one screen, AI-powered control of the entire enterprise system.
The Outcome
A supernova of productivity — measured gains of 30–60% today, 5–10x for disciplined AI-native teams, and trillions in recoverable value across the enterprise.

Seven Essays

I
The Crisis
Why complexity kills giants
II
The Frontier
Why we never truly know — and why that's the engine
III
The Centaur
The Human-AI partnership and the Glass Box
IV
The Collapse
The simplicity singularity
V
The Orbit
The methodology in practice
VI
The Enterprise
Scaling from one team to the whole organisation
VII
The Supernova
The productivity explosion and the bigger stakes
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