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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.

...notebook; it's everything in production. Reliability — restart if it crashes becomes 99.9% uptime required. Governance — ignored becomes audit trail, versioning, compliance. This guide walks through each piece...

2 DaysIntensive

ArchitectureBlueprint

AI Architecture MLOps Model Deployment AI Infrastructure Production AI View Details

AI Strategy & Business Transformation

Intermediate to Senior Leaders5-7 hoursAI strategy framework + operating model blueprint + 12-month roadmap

Building an AI strategy that drives real business transformation. Vision, operating models, value frameworks, maturity assessment, and portfolio management. Turn AI potential into measurable outcomes.

...and no compounding advantage. Every team picks its own tools. Pilots never connect to business goals. Governance is ad hoc or absent. Talent is scattered. Leadership sees cost, not value. The failure pattern...

2 DaysIntensive

Strategy + RoadmapDeliverable

AI Strategy Business Transformation Operating Model AI Maturity Value Realization View Details

AI Tools, Landscape & Platforms

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.

...Layer 2 Marketing team Shadow If your shadow column is longer than your approved column, you've got a governance problem waiting to happen. Layer 1 — Foundation models: the engines underneath Here's something...

Half DayIntensive

Beginner FriendlyNo technical background required

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

Application & Technology Landscape

All levels — SA, EA, TS4-5 hoursApplication landscape register + technology heat map + dependency matrix

How to build, read, and use the full picture of what an organisation runs — every application, platform, integration, and technology — and how they depend on each other.

...replacement planned Technology debt — risk of unsupported systems Integrations with no documented owner Governance gap — who fixes it when it breaks? Applications with no clear business capability Zombie systems...

1 dayIntensive

PracticalLandscape exercise

Architecture Enterprise Context Application Landscape Technology Landscape Rationalisation Dependencies View Details

Build / Buy / Partner / Participate — Ecosystem Strategy

Intermediate to Advanced (SA, EA, TS)5-6 hoursBuild/buy/partner/participate decision framework + vendor and ecosystem evaluation scorecard + exit and switching cost analysis template

How to decide what to build, what to buy, what to access through partners, and what to participate in through ecosystems — covering differentiation vs commodity analysis, vendor evaluation, total cost of ownership, interoperability velocity, exit strategy, and lock-in risk.

...expensive. Buying gives you a product but not the relationship. Partnering gives you access — with governance to manage the relationship. Partner when you need capability access without the overhead of...

1 DayIntensive

StrategicSA · EA · TS

Architecture Sourcing Strategy Ecosystem Build vs Buy Vendor Management Strategy View Details

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.

...Order Fulfilment 3 — Governed 3 — Governed Maintain Product Launch 2 — Documented 4 — Measured Add governance, add metrics Risk Assessment 1 — Ad hoc 5 — Adaptive Full maturity build Dimensions to assess:...

1 dayIntensive

PracticalCanvas exercise

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

Investment & Prioritisation

Advanced (EA, TS)5-6 hoursInvestment prioritisation model + business case guide (including TCO and unit economics) + sequencing criteria

How to decide which technology initiatives get funded, in what order, and why — connecting architecture to financial decisions and business outcomes.

...what? Identify layers — foundation → platform → service → feature. Assess readiness — skills, platform, governance, operations. Order by layer, then by readiness, then by value. Sequence by dependency and...

1 DayIntensive

StrategicEA · TS

Architecture Investment Prioritisation Business Case Strategy FinOps View Details

What Architecture Is

All levels — SA, EA, TS3-4 hoursArchitecture definition canvas + what it is / what it isn't reference card

What software and enterprise architecture actually is — its structure, relationships, and decisions — and what it is not. No diagrams. No jargon. Just clarity.

...architects who've been doing this for twenty years. The answers range from "vision" to "strategy" to "governance." All true. None precise. Here's what architects produce: Decisions — what to do and what...

Half-dayIntensive

FoundationFor all roles

Architecture Foundations Decision Making View Details

AI Adoption, Change & Project Delivery

Intermediate5-6 hoursAI adoption playbook + stakeholder engagement plan + delivery framework

Moving AI from exciting pilot to boring-but-valuable production. The people, the process, and the delivery discipline that turns AI potential into daily practice.

...Embedded in existing workflow Monitoring Manual checks Automated alerting on drift and performance Governance Relaxed Full compliance and audit trail Support Build team Operations team with defined SLAs...

2 DaysIntensive

Adoption PlaybookDeliverable

AI Adoption Change Management Project Delivery Stakeholder Engagement AI Culture View Details

AI Use Case Discovery & Prioritization

Beginner to Intermediate4-5 hoursAI use case portfolio + prioritisation matrix + pilot shortlist

The hardest AI question is often not how to build, but what to build first. Learn how to find real use cases, assess fit, sequence experiments, and avoid expensive distractions.

...Strategic bets build long-term advantage, but they usually need more groundwork in data, workflows, or governance. The mistake is choosing only one. Quick wins alone create shallow transformation. Big bets...

1 DayWorkshop

Portfolio DesignPractical

AI Use Cases Prioritization AI Strategy Portfolio Management Value Realization View Details

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