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Execution Stability & Structured Refactoring

CTOs, Engineering Directors, Principal Engineers, Engineering Managers3-4 hoursA classified structural risk map — your top friction modules sorted into dicing, slicing and peeling with a governance rule attached

Delivery slows because structural entropy accumulates unmeasured. Classify refactoring into dicing, slicing and peeling to restore predictability.

...same size of change takes twice as long as it did a year ago Regression bugs increase, and regression testing expands to compensate Onboarding slows — new engineers need weeks to understand critical modules Refactors...

1 DayIntensive

LayersNot cleanup

Execution Stability Refactoring Delivery Predictability Structural Risk 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.

...authentication, logging, configuration, feature flags. Standards — API conventions, coding standards, testing practices. What runway does NOT include: Feature logic — that's the team's responsibility. UI...

1 DayIntensive

PracticalSA · EA · TS

Architecture Solution Design Delivery Agile Runway 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?

...counterfactual is the gold standard: what would have happened without AI? In practice, you approximate it. A/B testing gives the highest rigour — a randomised control group without AI. Before/after comparison is...

1 DayIntensive

ROI FrameworkDeliverable

AI ROI Value Measurement AI Metrics Business Impact AI Reporting View Details

Common Architecture Patterns

Intermediate (SA, EA)5-7 hoursPattern selection guide + pattern comparison matrix + anti-pattern catalogue

Proven, reusable solutions to recurring structural problems — each with known trade-offs that make it suited to some contexts and unsuitable for others.

...Data management — no shared database, data ownership is hard, distributed transactions are expensive. Testing complexity — integration testing across services is significantly harder. Here's what catches...

1.5 DaysIntensive

PracticalSA · EA

Architecture Solution Design Patterns Microservices Event Driven View Details

Technical Debt & Rationalisation

Intermediate to Advanced (SA, EA, TS)5-6 hoursTechnical debt taxonomy + rationalisation prioritisation framework + modernisation criteria

How to understand, measure, prioritise, and reduce technical debt — the accumulated cost of shortcuts, outdated decisions, and deferred maintenance.

...onboarding feedback. Low-medium cost — slows onboarding. Process debt — missing reviews, no CI/CD, manual testing. Detected by process audit. Medium cost — quality and speed impact. Knowledge debt — key-person...

1 DayIntensive

StrategicSA · EA · TS

Architecture Technical Debt Rationalisation Modernisation Governance View 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.

...and logging configuration flexibility integration requirements cost behaviour at scale support for testing, monitoring, and governance The product demo tells you what the tool can do on a good day. Procurement...

Half DayDecision Focused

Vendor SelectionPractical

AI Procurement Vendor Evaluation Tool Selection Platform Strategy AI Governance 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.

...updates on what's changing and why Participation Builds ownership End users involved in design and testing, not just told the result Training Builds capability Hands-on workshops with real tasks, not...

2 DaysIntensive

Adoption PlaybookDeliverable

AI Adoption Change Management Project Delivery Stakeholder Engagement AI Culture View 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.

...what keeps improvements incremental and safe. It bounds the blast radius to code the team is already testing, already reviewing, and already reasoning about. It also bounds the estimate — which is what...

1 DayIntensive

ContinuousNot a project

Technical Debt Architecture Evolution Product Delivery Governance 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.

...(few touch points). Abstraction layers (your code talks to your abstraction, not their SDK). Contract testing (can verify replacement works before switching). What decreases it: Proprietary APIs and SDKs....

1 DayIntensive

StrategicSA · EA · TS

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

Data & AI Direction

Intermediate to Advanced (SA, EA, TS)5-6 hoursData and AI direction framework + AI readiness assessment + governance overlay

How data strategy and AI direction connect to architecture — covering data quality, governance, data architecture for AI, AI enablement, responsible AI, data products, data mesh, and building a data and AI roadmap.

...validators check AI outputs. Audit logging — all AI decisions logged with inputs and outputs. Bias testing pipeline — automated testing for bias in model outputs. Consent management — track and enforce...

1.5 DaysIntensive

CurrentSA · EA · TS

Architecture Data Strategy AI Data Governance Data Mesh Data Products View Details

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