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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.

...Vertex AI vs Kubernetes Ease vs flexibility Multi-cloud Single vs multiple providers Resilience vs complexity GPU costs are often the largest line item in an AI budget. Cost optimisation isn't optional...

2 DaysIntensive

ArchitectureBlueprint

AI Architecture MLOps Model Deployment AI Infrastructure Production AI 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.

...Situation Use a product Use a platform or API General daily tasks ✅ ChatGPT or Claude.ai ❌ Unnecessary complexity AI over your own document library ❌ Not possible ✅ RAG pipeline AI embedded in your own application...

Half DayIntensive

Beginner FriendlyNo technical background required

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

Quality Attributes / -ilities

SA, EA — Intermediate5-6 hoursQuality attribute reference card + -ility prioritisation matrix

The non-functional characteristics that determine whether a system is truly fit for purpose — scalability, reliability, availability, performance, security, maintainability, and more.

...Performance Medium Maintainability Allow some optimised code Scalability Medium Simplicity Accept distributed complexity Maintainability High Performance Prefer clean code over micro-optimisation Usability Low Security...

1 DayIntensive

SA · EARoles

Architecture Quality Attributes Non Functional Requirements Design Tactics 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.

...for bigger system redesign. Healthy portfolios mix: visible quick wins that build confidence medium-complexity workflow improvements that build capability a smaller number of strategic bets that may reshape...

1 DayWorkshop

Portfolio DesignPractical

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

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.

...generation). RAG vs fine-tuning: RAG injects your data at query time — always current, lower cost, medium complexity. Fine-tuning teaches the model your style or domain — snapshot at training time, higher cost,...

1.5 DaysIntensive

Data ReadinessAssessment

Data Quality Data Governance Data Architecture Feature Engineering Data Pipelines RAG Vector Databases GenAI Data AI Fluency View Details

Stakeholder Management & Politics

Intermediate to Advanced (SA, EA, TS)5-6 hoursStakeholder map template + conflict resolution framework + executive alignment guide

How to navigate organisational dynamics, manage conflicting priorities, resolve decision deadlocks, and build executive alignment — because the best architecture recommendation fails without stakeholder alignment.

...— architecture helps, not hinders. 1-2 weeks. Simplify a complex integration — architecture reduces complexity. 2-4 weeks. Create a useful template — architecture provides assets. 1 week. Run a useful...

1 DayIntensive

StrategicSA · EA · TS

Architecture Stakeholder Management Politics Influence Conflict Resolution View Details

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.

...mode Surface options and background — you verify Planning, strategy, analysis Explain mode Translate complexity to clarity Stakeholder comms, training Transform mode Convert content from one form to another...

Half DayIntensive

Beginner FriendlyNo math required

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

Event Storming Workshop

Enterprise & Solution Architects, Principal Engineers, Product Managers, Domain ExpertsEvent timeline, domain hotspot map, aggregate boundaries, process ownership canvas

Get your developers, domain experts, and business stakeholders in the same room, speaking the same language, discovering the same system — in one day.

...You'll leave with a timeline of every significant domain event in your system, a map of hotspots where complexity and confusion concentrate, and the beginning of a shared language that survives the workshop...

1 DayIntensive

Shared ModelOne Language

Event Storming Domain Driven Design Collaborative Modelling System Discovery View Details

Domain-Driven Design & Strategic Design Workshop

Enterprise & Solution Architects, Principal Engineers, Tech LeadsDomain map, bounded context canvas, ubiquitous language glossary, context map

Stop designing systems around databases and frameworks. Start designing around your business domains — and watch your architecture conversations change overnight.

...1 day focused on domain mapping and bounded contexts) Adjustable: Yes — can tailor based on system complexity and team maturity Try it yourself — The language test Pick any concept your team talks about...

1-2 DaysFacilitated

Domain MapStrategic Clarity

Domain Driven Design Strategic Design Bounded Contexts Architecture View Details

Organizational Leadership & Distributed Decision Rights Workshop

Engineering Managers, Tech Leads, Directors, C-level Technology LeadersDecision rights matrix, distributed leadership playbook, OKR implementation

Build leadership capabilities for distributed, AI-augmented organizations with clear decision rights and effective team management.

...been able to make it? Why couldn't they? Most teams I work with find their escalations aren't about complexity — they're about unclear authority. Prerequisites & Preparation Before the workshop: Organisational...

2 DaysLeadership

Clear OwnershipAccountability

Leadership Decision Rights Distributed Teams Organisational Design OKR View Details

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