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AI Capabilities, Limitations & Use Cases

Beginner to Intermediate3-4 hoursTask-to-AI fit judgment + reference materials

What AI is genuinely good at, where it will let you down, and how to match the right task to the right tool. The judgment you need before you touch a prompt.

...answers. Not wildly different, usually — but different. Sometimes meaningfully different. This is by design. There is randomness baked into every response (controlled by temperature settings). It produces...

Half DayIntensive

Beginner FriendlyNo math required

Generative AI AI Capabilities AI Limitations Hallucination Use Cases AI Fluency View Details

Future of AI

Intermediate to Senior Leaders3-4 hoursAI horizon scan + strategic implications analysis + preparation roadmap

What's coming in AI — multimodal models, on-device AI, open-source momentum, protocols, regulation, and the shift to AI-native organisations. See around the corner without falling for hype.

...Document analysis, visual QA Image generation Production (DALL-E, Midjourney, Stable Diffusion) Creative, design, prototyping Audio understanding Production (Whisper, Gemini) Transcription, voice commands Audio...

Half DayIntensive

Horizon ScanDeliverable

Future of AI AI Trends Multimodal AI AI Regulation Emerging Technology 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.

...doesn't differentiate, you're wasting money. When to buy — What to purchase because ownership adds no strategic value Buying is the right choice for commodity capabilities — but teams resist it because they...

1 DayIntensive

StrategicSA · EA · TS

Architecture Sourcing Strategy Ecosystem Build vs Buy Vendor Management Strategy 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.

...into existing workflows, don't add new ones Irrelevance "This doesn't actually solve my problem" Co-design with end users, not for them Fatigue "Here we go again" Start small, prove value quickly, then...

2 DaysIntensive

Adoption PlaybookDeliverable

AI Adoption Change Management Project Delivery Stakeholder Engagement AI Culture 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.

...failure × cost of failure. Operational — impact on running systems. Financial — cost overrun probability. Strategic — opportunity cost. Every investment needs both value and risk quantified — "high value" without...

1 DayIntensive

StrategicEA · TS

Architecture Investment Prioritisation Business Case Strategy FinOps View Details

Fractional Technology Leadership Engagement

Startups and scale-ups needing senior technology leadershipTechnology strategy, architecture governance, team development, board reporting

Embed experienced technology leadership into your organisation on a part-time basis—owning architecture decisions, team development, and delivery governance.

...might not need yet. That one idea changes everything. It turns leadership from a hiring problem into a strategic advantage. Keep it in mind. Purpose This isn't a workshop. It's an ongoing engagement. The...

1-3 Days/WeekEmbedded

Fraction of CostFull-time Hire

Fractional CTO Fractional VP Engineering Fractional Chief Architect Part Time Leadership View Details

Enterprise Architecture & Technology Strategy Workshop

CTO, CIO, Enterprise ArchitectsEnterprise architecture governance model, technology roadmap, ADR framework

Align business strategy with enterprise architecture and technology roadmaps, establishing governance frameworks that reduce execution risk.

...architecture and technology roadmaps, establishing governance frameworks that reduce execution risk and ensure strategic alignment. I've seen technology leaders spend months building roadmaps that got rejected in...

1-2 DaysFacilitated

Clear Roadmap90-Day Plan

Enterprise Architecture Technology Strategy Governance View Details

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.

...cost optimisation strategy, and a pathway from pilot to production. Who Should Attend This workshop is designed for the people who actually make AI decisions happen — not just the people who approve the budget....

2 DaysStrategic

Operating ModelGovernance Framework

AI Strategy Agentic Systems AI Governance Responsible 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.

Case Study

Reducing Architecture Decision Time by 60%

How a SaaS scale-up introduced ADRs and a decision rights matrix to cut architecture review cycles from weeks to days.

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