cloudcloudcloudTechnology, Digital & AI
DOMAIN

Technology, Digital & AI

The engine of intelligent transformation.

Frameworks

Core mental models and strategic tools for this domain.

TECHNOLOGY, DIGITAL & AI

AI Maturity Model

You can't skip grades in AI, know your level before you plan the next one.

KEY COMPONENTS
Awareness stagePilot phaseScale phaseOptimize stageTransform levelReadiness check
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AI Maturity Model Summary
TECHNOLOGY, DIGITAL & AI

Data Flywheel

Feed it data and it gets smarter, and the smarter it gets, the more data it earns.

KEY COMPONENTS
Data feeds modelModel improves productProduct attracts usersUsers generate dataSelf-reinforcingCompound loop
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Data Flywheel Summary
TECHNOLOGY, DIGITAL & AI

Human-in-the-Loop (HITL)

Let the machine draft, let the human judge, neither alone gets the full answer right.

KEY COMPONENTS
AI does the workHuman validatesFeedback loopOversight layerAugmented decisionsError catching
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Human-in-the-Loop (HITL) Summary
TECHNOLOGY, DIGITAL & AI

AI Use-Case Prioritization

Not every AI idea deserves a runway, rank by value and ease before you build.

KEY COMPONENTS
Value potentialImplementation feasibilityRisk levelBusiness impactPrioritization gridROI focus
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AI Use-Case Prioritization Summary
TECHNOLOGY, DIGITAL & AI

The MLOps Lifecycle

Shipping the model is just the birth, MLOps is the lifelong parenting that follows.

KEY COMPONENTS
Model trainingDeployment pipelineMonitoringRetraining triggersProduction stabilityCI/CD for AI
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The MLOps Lifecycle Summary
TECHNOLOGY, DIGITAL & AI

NIST AI Risk Management

Four verbs keep AI honest, govern what you build, map what can break, measure the harm, manage before it arrives.

KEY COMPONENTS
GovernMapMeasureManageRisk lifecycleTrustworthy AI
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NIST AI Risk Management Summary
TECHNOLOGY, DIGITAL & AI

Build-vs-Buy for AI

Buy what exists and fits, build only what gives you the edge no one else can copy.

KEY COMPONENTS
Custom buildVendor solutionCost analysisSpeed to marketControl trade-offMake or buy
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Build-vs-Buy for AI Summary
TECHNOLOGY, DIGITAL & AI

Digital Operating Model

The blueprint of how a business thinks, moves, and breathes in a digital world.

KEY COMPONENTS
PeopleProcessTechnologyDataStructureDigital backbone
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Digital Operating Model Summary

Fusions

Powerful combinations of concepts applied to real-world scenarios.

The Iron-To-Intelligence Shift

The Iron-To-Intelligence Shift

Digital Operating Model + Data Flywheel + Conway's Law

Open Document
The Copilot Contract

The Copilot Contract

Human-in-the-Loop (HITL) + Levels of Autonomy

Open Document
The Cold-Start Ladder

The Cold-Start Ladder

Data Flywheel + Cold-Start Problem

Open Document
The AI Procurement Court

The AI Procurement Court

Build-vs-Buy for AI + NIST AI Risk Management Framework + Evaluation Gates

Open Document