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Data & AI Direction
Intermediate to Advanced (SA, EA, TS)5-6 hoursData and AI direction framework + AI readiness assessment + governance overlay

How data strategy and AI direction connect to architecture — covering data quality, governance, data architecture for AI, AI enablement, responsible AI, data products, data mesh, and building a data and AI roadmap.

Quick Navigation Start here — Why data strategy is an architecture concern Data quality and governance Data architecture for AI AI enablement Responsible...

1.5 DaysIntensive
CurrentSA · EA · TS
Data and AI
Intermediate4-6 hoursData readiness assessment + governance framework + pipeline blueprint

The data foundations that make AI work. Data quality, governance, architecture, pipelines, and the GenAI shift from training to retrieval. Most AI failures are data failures — learn the patterns and prevent them.

Quick Navigation The data problem AI exposes Data quality — the six dimensions Data governance — who owns and protects it Data...

1.5 DaysIntensive
Data ReadinessAssessment
The Strategy-to-Execution Gap: How Enterprise Architecture Bridges the 'What' and the 'How'
The Strategy-to-Execution Gap: How Enterprise Architecture Bridges the 'What' and the 'How'

Why strategic intent evaporates before it reaches engineering teams — and how Enterprise Architecture creates the translation layer that makes organizational strategy executable.

...layer to translate it Key outcome: A practical three-layer translation model that makes organizational strategy traceable all the way to delivery Time to implement: 30–60 days to establish the translation...

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.

...partner When to participate Evaluating vendors Total cost of ownership Interoperability velocity Exit strategy Lock-in risk Putting it all together Cheat sheet Before we start — the one thing to hold onto...

1 DayIntensive
StrategicSA · EA · TS
Complete Enterprise Data Architecture Framework: Business, Logical, Physical Layers with Real Templates
Complete Enterprise Data Architecture Framework: Business, Logical, Physical Layers with Real Templates

Most enterprises build data architectures one layer at a time. Business, logical, and physical layers exist as separate artefacts owned by separate teams. That separation is the structural gap that makes data estates ungovernable.

Executive Summary Who this is for: CTOs, Enterprise Architects, Data Architects, Chief Data Officers designing or operating enterprise data estates Problem it solves:...

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.

...Navigation Start here — The distinction The long tail of technology choices Connecting to business strategy Defining an architecture strategy Technology bets When strategies conflict Communicating strategy Putting...

1.5 DaysIntensive
StrategicEA · TS
Architectural Decision Records (ADR): The Missing Layer Between Strategy and Implementation
Architectural Decision Records (ADR): The Missing Layer Between Strategy and Implementation

A practical guide explaining why Architectural Decision Records (ADR) are the missing link between enterprise architecture strategy and engineering implementation.

...CTOs, Enterprise Architects, Solution Architects, Engineering Leaders Problem it solves: Architecture strategy exists but decision logic is undocumented and lost Key outcome: A structured way to capture...

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.

...framework — how to measure AI impact Strategic portfolio — what to fund first Building the roadmap The strategy stack in one diagram Cheat sheet The cost of getting it wrong Most organisations fail at AI...

2 DaysIntensive
Strategy + RoadmapDeliverable
Application, Integration, API, Interface, Data & Process Design
Intermediate to Advanced (SA, EA)6-8 hoursIntegration design playbook + API design standards + data movement pattern guide

How the components of a solution are structured internally, how they communicate with each other, and how they connect to the data and processes they depend on.

...Navigation Start here — Solution design Application design Integration patterns API design Interface design Data design Process design Putting it together Cheat sheet Before we start — the one thing to hold onto...

2 DaysIntensive
ComprehensiveSA · EA
AI & Agentic Systems Strategy Workshop
CIO, CTO, Chief AI Officer, VP EngineeringAI operating model, governance policy, compliance roadmap, 90-day action plan

Develop a clear, governed AI and agentic systems strategy that delivers business value while managing risk, cost, and compliance.

...fore we start — the one thing to hold onto Most organisations don't have an AI problem. They have a strategy problem. I've sat in boardrooms where the CEO wants AI everywhere, the CTO wants it nowhere...

2 DaysStrategic
Operating ModelGovernance Framework