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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.

...tools. Pilots never connect to business goals. Governance is ad hoc or absent. Talent is scattered. Leadership sees cost, not value. The failure pattern is predictable: organisation sees AI hype, multiple...

2 DaysIntensive
Strategy + RoadmapDeliverable
AI StrategyBusiness TransformationOperating ModelAI MaturityValue RealizationView Details
Paying Down Debt Through Feature Work
CTOs, Engineering Leaders, Enterprise Architects, Product Leaders3-4 hoursA feature-driven debt reduction policy — the rule, the visibility mechanism, and the two questions review asks about every feature

Debt accumulates faster than refactoring projects can remove it. Fund architecture improvement through the product roadmap instead of competing with it.

...are harder to change, velocity slows, incident risk rises, and engineers grow frustrated. Eventually leadership proposes a large modernisation initiative — expensive, disruptive, and in many cases unsuccessful. The...

1 DayIntensive
ContinuousNot a project
Technical DebtArchitecture EvolutionProduct DeliveryGovernanceView Details
AI Change in Roles, Skills & Workforce Design
All levels4-5 hoursRole redesign canvas + skills pathway + workforce transition map

AI does not only change tools. It changes tasks, handoffs, expectations, and the shape of roles themselves. Learn how work evolves when people and AI collaborate by design.

...responsibly. That matters because workforce design is where AI stops being a tool conversation and becomes a leadership conversation. The organisation is no longer asking what the system can do. It is asking what...

1 DayTransformation
Role DesignPractical
Workforce DesignRole RedesignAI AdoptionSkillsHuman AI CollaborationView Details
Cognitive Load & Team Interfaces
VP Engineering, Platform Leads, Engineering Managers, Principal Engineers3-4 hoursCognitive load assessment per team, an interaction model, and a platform team charter naming what the platform does and does not own

A team can only hold so much — and the interaction modes between teams are what decide whether that limit is respected or quietly exceeded.

...question you just answered on their behalf. Where the two lists differ is where the load is invisible to leadership — which is the load that never gets designed against. What a team is actually carrying —...

1 DayIntensive
CapacityWhat a team can hold
Cognitive LoadTeam TopologiesPlatform EngineeringDeveloper ExperienceView Details
Platform as a Product
CTOs, Heads of Platform Engineering, VP Engineering, Enterprise Architects, Platform Product Managers3-4 hoursA three-gate platform governance plan — validated backlog, a written scope boundary, and adoption targets per capability

An internal platform with no product owner builds what nobody asked for and skips what everybody needs — adoption, not completeness, is the only measure that counts.

...the platform one does not surface the signals they need. None of that appears in the platform report. Leadership sees the platform budget and the shadow platform budgets as separate line items. They are...

1 DayIntensive
AdoptionNot feature count
Platform EngineeringInternal Developer PlatformProduct GovernanceGolden PathsView 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.

...feedback (which is time-consuming to get right), summarising team updates into concise briefings for leadership, and preparing meeting agendas with pre-structured questions. The caveat on feedback: AI can...

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.

...business problems. Governance functions define policy, risk rules, oversight, and review requirements. Leadership sets direction, priorities, and investment boundaries. The important move is to separate...

1 DayStrategy
Operating ModelDesign
AI Operating ModelTeam DesignAI GovernanceTransformationPlatform TeamsView Details
Roadmaps & Transformation Sequencing
Intermediate to Advanced (SA, EA, TS)5-7 hoursRoadmap template + transition state design guide + sequencing logic + dependency overlay

How to build multi-year transformation roadmaps that sequence architectural change realistically — accounting for dependencies, capacity, risk, and the fact that the organisation must continue operating while it transforms.

...initiatives than your capacity, it's not a roadmap. It's a fantasy. Communicating the roadmap — To leadership, to teams, and to external stakeholders A roadmap that nobody sees doesn't influence decisions....

1.5 DaysIntensive
StrategicSA · EA · TS
ArchitectureRoadmapTransformationSequencingStrategyDeliveryView Details
AI Procurement, Vendor Evaluation & Tool Selection
Beginner to Intermediate3-4 hoursVendor evaluation scorecard + tool selection checklist + risk review template

Choosing AI tools is not a beauty contest. Learn how to evaluate vendors, compare capabilities, assess risk, avoid lock-in, and buy systems that your organisation can actually govern and adopt.

...drift into one of these modes by habit. They build because engineers prefer building. They buy because leadership wants speed. They blend because nobody settled the argument. Stronger organisations tie the...

Half DayDecision Focused
Vendor SelectionPractical
AI ProcurementVendor EvaluationTool SelectionPlatform StrategyAI GovernanceView Details
Delivery Metrics That Mean Something
Engineering Managers, Tech Leads, VP Engineering, CTOs3-4 hoursA delivery scorecard — four DORA signals plus a five-dimension maturity baseline with one named bottleneck

How to replace delivery dashboards that measure activity with signals that tell you which dimension is actually holding delivery back — and what to fix first.

...traced back to a business objective? This measures how much strategic meaning survives the journey from leadership to delivery. Low: strategy is translated three times before it reaches engineering, and meaning...

1 DayIntensive
EvidenceNot feeling
Delivery MetricsDORAArchitecture MaturityGovernanceView Details
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