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AI Knowledge Systems — RAG, Search, Memory & Internal Knowledge

Intermediate4-5 hoursKnowledge system map + RAG decision framework + memory design checklist

Many useful AI systems are not smarter because the model is smarter. They are smarter because the system can retrieve, search, remember, and ground itself in the right knowledge at the right time.

...retrieval, memory, and grounding When to use RAG Internal knowledge design Chunking, freshness, and authority Failure patterns in knowledge systems Design principles that actually help When not to build...

1 DaySystems Thinking

Knowledge DesignPractical

RAG Search Memory Knowledge Systems Internal Knowledge View Details

Decision Rights & Delegation

Engineering Managers, Tech Leads, Directors, CTO, VP Engineering3-4 hoursDecision rights map by altitude and domain, with every gap, overlap and delay node named

Decisions made at the wrong altitude are the commonest source of both bottleneck and drift — which makes delegation a design problem, not a trust problem.

...Navigation Start here — the escalation ladder is not a decision rights model Three failure modes of undefined authority Altitude — how far the consequence reaches Domain — which concern the decision belongs to The...

1 DayIntensive

AltitudeWho decides what

Decision Rights Delegation Governance Decision Velocity View Details

Technology Leadership & Organizational Excellence

Intermediate to AdvancedLeadership roadmap and team enablement plan

Learn to lead high-performance engineering organizations with clear decision rights, distributed leadership, and AI-augmented team management for the future of work.

...rights — who decides what when AI agents are involved Distributed leadership — leading without direct authority in remote/hybrid setups Fractional models — providing senior guidance part-time (CTO-as-a-service) Culture...

2 DaysWorkshop

FoundationFor all leadership roles

Leadership Organizational Design Decision Rights AI Augmented Teams 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.

...decisions are made by people with competing incentives, limited information, and different levels of authority. Ignoring this reality means your recommendations get overruled, delayed, or quietly ignored. Every...

1 DayIntensive

StrategicSA · EA · TS

Architecture Stakeholder Management Politics Influence Conflict Resolution View 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.

...exception from the architecture board." Guardrails — use the format: "[Constraint]. No exceptions without [authority]." Example: "All customer data must be encrypted at rest. No exceptions without CISO approval." The...

1 dayIntensive

PracticalStandards exercise

Architecture Enterprise Context Standards Reference Architecture Governance Consistency View Details

Future Operating Model

Advanced (EA, TS)5-6 hoursFuture operating model scenarios + AI-native organisation design principles + transition pathway + Communication Structure Heatmap

How organisations will need to restructure their technology capabilities, teams, and governance as AI, automation, and platform thinking reshape what it means to run a technology function.

...infrastructure is over 20%, you need a platform team. The evolving role of architecture — From design authority to strategic governance If architects keep designing every system, reviewing every decision,...

1 DayIntensive

StrategicEA · TS

Architecture Operating Model AI Future of Work Strategy Platform View Details

Architecture Decisions & ADRs

All levels — SA, EA, TS3-4 hoursADR template + decision log + rationale guide

How to capture, document, and govern architecture decisions using ADRs — the lightweight mechanism that turns tribal knowledge into shared understanding.

...decision writes the ADR. Review — affected teams and architects review and challenge. Approve — designated authority accepts the decision. Communicate — the decision is shared with all affected parties. Maintain...

Half-dayIntensive

PracticalReady to use

Architecture ADRs Decision Making Governance Documentation View Details

AI Policy, Security & Organisational Controls

Beginner to Intermediate4-5 hoursAI policy checklist + security controls map + incident response starter template

Building and enforcing AI policy — the practical mechanisms that turn ethical principles into enforceable organisational rules. Data security, access controls, audit trails, and incident response.

...separation to prevent the AI from having access to sensitive actions unless explicitly authorised. Minimal authority principle — only give AI agents access to the tools and data they need for the specific task....

1 DayIntensive

Beginner FriendlyNo legal background required

AI Policy AI Security Organisational Controls AI Governance Data Security Compliance AI Fluency 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.

...review assisting people through repeated decision preparation It tends to be weak when the task requires: final authority with significant consequence precise guaranteed accuracy with no review stable deterministic...

1 DayWorkshop

Portfolio DesignPractical

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

Conway's Law & Team Boundaries

CTO, VP Engineering, Engineering Directors, Principal Engineers3-4 hoursTwo-layer boundary map — the official org design set against actual incident load, with every structural gap named

Your architecture mirrors your communication structure whether you designed it that way or not — which makes team boundaries an architectural decision.

...problem. It is a place where the design created ownership on paper without building the redundancy or authority to sustain it. Load Concentration looks like a reliable team. It is a single point of structural...

1 DayIntensive

BoundariesStructure as design

Conway's Law Team Topologies Organisational Design Team Boundaries View Details

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