INSTIG8.AI
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Not thought leadership.
Implementation science.

Everything published here is derived from real transformation engagements. These are not opinions about AI. They are governing artefacts — patterns that emerged from what held and what failed.

Intelligence-Era DoctrineID

Core thesis on how AI changes the economics of decisions, organisations, and competitive moats.

The Intelligence Abundance Shift

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Scarcity-Era vs Intelligence-Era Companies

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Decision Architecture in the Intelligence Era

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Why Governance is the New Competitive Advantage

Soon
Implementation ScienceIS

The craft of transformation. What holds. What fails. The operational doctrine behind how INSTIG8 builds.

Why AI Pilots Don't Scale

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The Embedded Partner Model

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Sequencing: Where to Build First

Soon

The Steward Role: Who Owns AI Operations

Soon
Mandala TheoryMT

The conceptual foundation behind the 8-area diagnostic. Why these eight areas. How they interact.

The 8 Areas That Determine AI Readiness

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Decision Architecture as Foundation

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Culture as Constraint vs. Culture as Accelerant

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The Knowledge-Memory Problem in AI Integration

Soon
Core Doctrine
Tools are inputs. Architecture is the outcome. You do not transform by adding software — you transform by changing how your organisation decides.