AI Execution — The mechanism

The Galapagos for AI Execution

The framework doesn’t change for AI. Same failure causes - faster and more significant consequences. The Island. MMMSS. Integration Specialists.

Galapagos is an execution system for AI at enterprise scale.

It turns AI from pilots, and motion without progress, into measurable outcomes by fixing the same human, organisational, and delivery failures that kill transformations.

1. The Island

Geographic isolation. Real interfaces.

The Island is the execution environment: protected from BAU bureaucracy. It’s speed with control.

2. MMMSS

Many More Much Smaller Steps (with real evaluation)

MMMSS is how value becomes real: thin slices shipped into real workflows. Every delivery is outcome-focused, evidence-led, and with adoption rates measured. This is control — not opinion.

3. Integration Specialists

Reintegration is the work

Integration Specialists ensure what’s created on The Island reintegrates cleanly back into the parent organisation — operating model, controls, monitoring, and adoption included. That’s where most “successful pilots” quietly die.

What makes this different?

Most “AI transformations” try to change everything at once. Galapagos focuses on one or two areas at a time, and it evolves capability through iterative reinforcement. That’s how you scale without boiling the ocean.

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