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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.

...GenAI system retrieves irrelevant or outdated chunks — answers look confident but are wrong Chunking strategy tuning; retrieval evaluation; freshness monitoring These are not edge cases. They are the most...

1.5 DaysIntensive
Data ReadinessAssessment
Data QualityData GovernanceData ArchitectureFeature EngineeringData PipelinesRAGVector DatabasesGenAI DataAI FluencyView Details
Human Skills in an AI World
All levels4-5 hoursPersonal skills assessment + development plan + human-AI collaboration playbook

The skills that become more valuable, not less, as AI handles routine work. Critical thinking, creativity, emotional intelligence, ethical judgment, adaptability, and the art of working with AI as a collaborator.

...me structure this analysis" Collaborator You and AI think together "Challenge my assumptions on this strategy" Partner AI and you build on each other's ideas "Let's explore this problem together" The collaboration...

1 DayIntensive
5 SkillsFramework
Human SkillsCritical ThinkingCreativityEmotional IntelligenceAI CollaborationView Details
Platform Thinking
Intermediate to Advanced (SA, EA, TS)5-6 hoursPlatform strategy canvas + internal platform design guide + shared capability register

How to shift from building one-off solutions to building reusable internal platforms — shared foundations that allow teams to deliver independently without solving the same problems repeatedly.

...highest-visibility starting point, golden path design — create an opinionated default for your context, adoption strategy — design for voluntary adoption, not mandate, platform team design — structure, funding, and...

1 DayIntensive
CurrentSA · EA · TS
ArchitecturePlatformDeveloper ExperienceInternal PlatformsSelf ServiceView Details
Standards & Reference Architectures
Intermediate (SA, EA)4-5 hoursReference architecture library starter + standards register + architecture principles catalogue

How to create, govern, and operationalise architecture standards and reference architectures — the agreed patterns and structures that create consistency, reduce duplication, and accelerate delivery at scale.

...starting with real pain points, reference architecture design for your most common problems, adoption strategy — co-creation, tooling integration, measurement, governance process — review cycle, change management,...

1 dayIntensive
PracticalStandards exercise
ArchitectureEnterprise ContextStandardsReference ArchitectureGovernanceConsistencyView 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.

...points Meetings, documents, research Research mode Surface options and background — you verify Planning, strategy, analysis Explain mode Translate complexity to clarity Stakeholder comms, training Transform...

Half DayIntensive
Beginner FriendlyNo math required
AI in the WorkplaceGenerative AIProductivityAI FluencyUse CasesAI WorkflowsView Details
AI Operating Model & Team Design
Intermediate4-5 hoursAI operating model blueprint + team role map + governance forum design

AI success is not just about tools. It depends on how teams are organised, who owns what, how standards are set, and how delivery, governance, and platform capabilities work together.

...becoming normal. What good coordination actually looks like Coordination is one of those words every strategy document uses and very few organisations operationalise. In a strong AI operating model, coordination...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView 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.

...founder was still making every technology decision. This engagement fixes that. You'll get technology strategy, architecture governance, team development, and board reporting — at a fraction of the cost....

1-3 Days/WeekEmbedded
Fraction of CostFull-time Hire
Fractional CTOFractional VP EngineeringFractional Chief ArchitectPart Time LeadershipView Details
Delivery Enablement & Quality Workshop
Engineering Managers, Tech Leads, QA Leads, DevOps EngineersSDLC playbook, CI/CD guardrail templates, quality rubrics, DORA metrics dashboard

Create predictable, repeatable delivery with sustainable engineering practices, CI/CD guardrails, and AI-augmented workflows.

...frameworks DORA metrics baseline and improvement tracking Security & compliance by design integration Testing strategy and automation pyramid Technical debt management process These aren't theoretical best practices....

2 DaysPractical
Quality GatesAutomation
Delivery ExcellenceCI/CDQuality EngineeringDevSecOpsDORAView Details
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