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Beginner to Intermediate3-4 hoursPersonal AI tools map + selection framework + team stack recommendation

The AI tools landscape — what the major platforms are, how they actually differ, and how to choose the right one for the right job. Stop chasing every new launch. Start making deliberate choices.

Quick Navigation Why the landscape feels overwhelming — and how to fix that Layer 1 — Foundation models: the engines underneath Layer...

Half DayIntensive

Beginner FriendlyNo technical background required

AI Tools AI Platforms Generative AI AI Landscape LLMs AI Fluency View Details

AI Architecture Clarity: Understanding LLM, RAG, Agents, and MCP Through the Brain Model

A clear executive guide explaining LLM, RAG, AI Agents, and MCP using the Brain model to prevent enterprise AI instability.

Executive Summary Who this is for: CIOs, CTOs, Enterprise Architects, AI Transformation Leaders Problem it solves: Confusion around LLM, RAG, Agents, and MCP leading to unstable...

Technology Strategy Execution Ai Governance Ai Ai Strategy Read Insight

AI in the Workplace

Beginner to Intermediate3-4 hoursPersonal AI workflow map + role-specific use case library

Applying AI in real work contexts — across roles, tasks, and teams. Move from knowing what AI is to using it every day, without hype, without fear, and without wasting time on the wrong things.

Quick Navigation The right mental model for AI at work The five modes — how AI actually helps What tasks fit and what don't What this looks like...

Half DayIntensive

Beginner FriendlyNo math required

AI in the Workplace Generative AI Productivity AI Fluency Use Cases AI Workflows View Details

AI Implementation & Technical Architecture

Intermediate to Advanced5-7 hoursAI architecture blueprint + MLOps framework + deployment playbook

Turning AI prototypes into reliable, scalable production systems. MLOps, model serving, RAG architecture, monitoring, and the engineering discipline that most AI projects are missing.

...gap MLOps — the operational backbone Model serving — making models accessible RAG architecture — grounding AI in your data Infrastructure design Monitoring — watching for silent degradation Scaling The production...

2 DaysIntensive

ArchitectureBlueprint

AI Architecture MLOps Model Deployment AI Infrastructure Production AI View Details

Case Study

From 15 AI Pilots to 6 Prioritized Initiatives

How a FinTech aligned AI strategy, governance, and execution in 8 weeks — cutting through pilot paralysis with a clear operating model.

Current State & Target State Architecture

All levels — SA, EA, TS4-5 hoursAs-is / to-be architecture canvas + transition state design + maturity scale + AI readiness assessment

How to document what exists today, define what must exist tomorrow, and design the transition states that get you there — the discipline of architecture that connects present reality to future goals.

...matters Documenting current state Defining target state Transition states Maturity levels Gap analysis AI readiness Keeping it current Putting it all together Cheat sheet Before we start — the one thing to...

1 dayIntensive

PracticalCanvas exercise

Architecture Enterprise Context Current State Target State Transformation Gap Analysis View Details

Technology Strategy & Architecture Strategy

Advanced (EA, TS)5-6 hoursTechnology strategy vs architecture strategy distinction map + strategy brief template

How to distinguish technology strategy from architecture strategy, connect both to business strategy, and define a coherent direction for the organisation's technology investments.

Quick Navigation Start here — The distinction The long tail of technology choices Connecting to business strategy Defining an architecture strategy Technology...

1.5 DaysIntensive

StrategicEA · TS

Architecture Technology Strategy Business Strategy Direction Enterprise Context View Details

Portfolio & Dependency Thinking

All levels — SA, EA, TS4-5 hoursPortfolio map template + dependency radar + investment alignment grid

How to see all systems, initiatives, and investments as a connected whole — understanding dependencies, shared capabilities, and how decisions in one place ripple across others.

Quick Navigation Start here — From systems thinking to portfolio thinking What the portfolio contains Dependency mapping Impact on sequencing Shared capabilities Portfolio health Making portfolio-aware...

1 dayIntensive

StrategicPortfolio-level

Architecture Enterprise Context Portfolio Thinking Dependencies Investment Systems Thinking View Details

Standards & Reference Architectures

Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

...are wrong individually — but collectively they create a fragmented, expensive, and hard-to-operate landscape. I've seen organisations with 47 distinct technologies across 12 teams. Hiring was difficult....

1 dayIntensive

PracticalStandards exercise

Architecture Enterprise Context Standards Reference Architecture Governance Consistency View Details

Emerging Technology Scanning

All levels — SA, EA, TS3-4 hoursTechnology radar template + horizon scanning process + hype vs signal evaluation criteria

How to monitor what is coming, filter signal from noise, and make deliberate decisions about when and how to adopt new technologies — before being forced to react.

...EOL Crisis migration — unplanned cost Already planned — smooth transition New paradigm emerges (e.g., AI agents) Confusion — "what do we do?" Already trialled — know what works Regulation changes Compliance...

Half-dayIntensive

PracticalSA · EA · TS

Architecture Technology Radar Horizon Scanning Innovation Strategy View Details