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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.

...considerations — the shape of the landscape. It is less reliable for specific facts, recent events, or precise data. Use it to generate the list of things to look into, not as the source of record for what you found....

Half DayIntensive

Beginner FriendlyNo math required

AI in the Workplace Generative AI Productivity AI Fluency Use Cases AI Workflows 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.

...our customers experience differently? The value drivers What decisions will we make differently? The data and AI priorities The vision architecture has four layers: business vision (what does the business...

2 DaysIntensive

Strategy + RoadmapDeliverable

AI Strategy Business Transformation Operating Model AI Maturity Value Realization 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.

...the problem clearly defined? Is the task something AI is genuinely good at? Is the needed context or data accessible? Can adoption be imagined in a real workflow? Could success be measured in under 90 days?...

1 DayWorkshop

Portfolio DesignPractical

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

AI Measurement & ROI

Intermediate to Senior Leaders3-4 hoursAI measurement framework + ROI model + leadership dashboard template

Proving AI's value — defining success before you start, attributing outcomes correctly, and reporting to leadership in a way they trust. The discipline of answering the question every executive asks: is this worth it?

...it's hard What to do Indirect value AI recommends, humans decide — who gets credit? Measure decision quality before and after AI Distributed impact One AI system touches many processes Track value at each...

1 DayIntensive

ROI FrameworkDeliverable

AI ROI Value Measurement AI Metrics Business Impact AI Reporting 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.

...you own or purchase. It's about how you participate in ecosystems. Federated AI marketplaces, shared data meshes, and open standards bodies mean organisations must evaluate not only vendor relationships...

1 DayIntensive

StrategicSA · EA · TS

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

Delivery, Implementation & Architecture Runway

Intermediate (SA, EA, TS)4-5 hoursArchitecture runway template + delivery dependency map + agile architecture checklist

How architecture supports delivery instead of blocking it — covering architecture runway, phased implementation, dependency management, keeping teams unblocked, and recovering when architecture goes wrong during delivery.

...teams need to start building features immediately. But some architectural decisions — choosing the database, setting up the messaging infrastructure, defining the API framework — must be made before feature...

1 DayIntensive

PracticalSA · EA · TS

Architecture Solution Design Delivery Agile Runway View Details

How Architects Think

All levels — SA, EA, TS5-6 hoursSystems thinking toolkit + abstraction ladder + decision heuristics reference card

The cognitive toolkit of architecture — systems thinking, abstraction, balancing business and technical concerns, deciding under uncertainty, and trade-off thinking. Builds the mindset, not just the knowledge.

...most consequential decisions an architect makes. Here's a concrete example. Adding a cache reduces database load — that's the component. But the cache invalidation bug that appears three weeks later?...

1 DayIntensive

MindsetNot just methods

Architecture Foundations Systems Thinking Decision Making View Details

Operating Model Choices

Advanced (EA, TS)5-6 hoursOperating model design canvas + team topology guide + Conway's Law application worksheet + Communication Structure Heatmap

How the structure of technology teams shapes the structure of the systems they build — covering Conway's Law, centralised vs federated models, platform teams, product operating models, team topologies, and designing the organisation that produces the architecture you want.

...Required team structure: small, autonomous teams that own services end-to-end. Desired system: unified data platform. Required team structure: one team that owns the platform, consuming teams that use it....

1 DayIntensive

StrategicEA · TS

Architecture Operating Model Conway's Law Team Topologies Platform Teams Strategy 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.

...answers "What cloud?" AWS, Azure, or GCP How we use cloud — patterns, governance, cost model "What database?" PostgreSQL, DynamoDB, or CosmosDB How data is owned, accessed, and governed across services...

1.5 DaysIntensive

StrategicEA · TS

Architecture Technology Strategy Business Strategy Direction Enterprise Context 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.

...image/audio/video understanding Meta Llama 4 Open-source flexibility, self-hosted deployment Your org needs full data control or can't send data to a vendor Mistral Efficient performance, EU data residency You're in...

Half DayIntensive

Beginner FriendlyNo technical background required

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

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