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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.

Quick Navigation The enforcement gap Anatomy of an AI policy Data security Prompt injection and adversarial risk Access controls Audit trails and logging Incident...

1 DayIntensive

Beginner FriendlyNo legal background required

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

Quick Navigation Start here — Why data strategy is an architecture concern Data quality and governance Data architecture for AI AI enablement Responsible...

1.5 DaysIntensive

CurrentSA · EA · TS

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

Technology, Infrastructure, Cloud & Security Design

Intermediate to Advanced (SA, EA)6-8 hoursInfrastructure decision framework + cloud pattern reference + security controls map

Where abstract architecture meets physical reality — choosing the platforms, compute, networking, and security controls that make the solution work at scale.

...Navigation Start here — Technology selection Cloud fundamentals Infrastructure design Cloud patterns Security design Identity and access management Cost and lock-in FinOps Putting it all together Cheat...

2 DaysIntensive

PracticalSA · EA

Architecture Solution Design Cloud Infrastructure Security FinOps View Details

Complete Enterprise Data Architecture Framework: Business, Logical, Physical Layers with Real Templates

Most enterprises build data architectures one layer at a time. Business, logical, and physical layers exist as separate artefacts owned by separate teams. That separation is the structural gap that makes data estates ungovernable.

Executive Summary Who this is for: CTOs, Enterprise Architects, Data Architects, Chief Data Officers designing or operating enterprise data estates Problem it solves:...

Enterprise Architecture Data Architecture Technology Strategy Governance Data Governance Read Insight

Security Is Not a Gate. It Is an Architecture Property.

Security is treated as a gate at the end of delivery. It should be an architecture property designed into three distinct boundaries. Here is the model that fixes the friction between security and delivery.

...CTOs, CISOs, Enterprise Architects, Platform Engineering Leads, Heads of Engineering Problem it solves: Security is treated as a gate at the end of delivery — creating friction, delays, and a false sense of...

Enterprise Architecture Security Architecture Governance Technology Strategy Technology Leadership Execution Strategy Platform Engineering Read Insight

Risk, Compliance & Control Points

Intermediate to Advanced (SA, EA, TS)5-6 hoursRisk and control register template + compliance mapping guide + architecture risk heat map

How architecture manages technical risk and meets regulatory obligations — covering architectural risk analysis, compliance by design, privacy by design, security controls as decisions, operational risk, control points, and demonstrating compliance through architecture.

Quick Navigation Start here — What architectural risk is Regulatory landscape Privacy by design Security controls as decisions Operational risk Control points Demonstrating compliance Putting it all...

1 DayIntensive

CriticalSA · EA · TS

Architecture Risk Compliance Security Governance Control Points View Details

Responsible AI — Ethics, Risk & Governance

Beginner to Intermediate4-5 hoursAI risk map + personal responsibility checklist + governance starter framework

Using AI responsibly — covering ethics, bias, hallucination risk, data privacy, accountability, and organisational governance. The judgment to use AI fairly, safely, and in a way you can defend.

...every time Bias — where fairness breaks down Risk — a framework for proportionate response Privacy and data — the lines you must not cross Transparency — can you defend it? Accountability — who owns the output? Governance...

1 DayIntensive

Beginner FriendlyNo legal background required

Responsible AI AI Ethics AI Risk AI Governance Bias Data Privacy 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.

...processes orders correctly but crashes under load, takes 30 seconds to respond, or exposes customer data isn't fit for purpose. I've seen teams build systems that do the right things — but do them slowly,...

1 DayIntensive

SA · EARoles

Architecture Quality Attributes Non Functional Requirements Design Tactics View Details

AI Architecture Clarity: Understanding LLM, RAG, Agents, and MCP Through the Brain Model

A clear executive guide explaining LLM, RAG, AI Agents, and MCP using the Brain model to prevent enterprise AI instability.

...Pilots begin. Budgets are allocated. Six months later: AI answers are inconsistent Costs fluctuate Security reviews slow progress Leadership questions ROI The problem is not intelligence. The problem...

Technology Strategy Execution Ai Governance Ai Ai Strategy Read Insight

Your AI Agents Are Making Architecture Decisions. Nobody Assigned Them That Role.

AI agents are making micro-architecture decisions in production. No ADR recorded them. No review board approved them. No architect ever saw them. Here is the structural fix.

...altitude. The boardroom asks: How much autonomy should agents have? The compliance team asks: What data can agents access? The security team asks: What actions can agents execute? All important questions....

Enterprise Architecture Ai Governance Agentic Ai Technology Strategy Architecture Decisions Read Insight

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