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Architecture Across the Application Lifecycle: Which Architect Is Needed When?

A practical guide explaining which type of architect is required at each stage of the application lifecycle to prevent governance friction and structural instability.

...viable? Typical Decisions New capability or extension? Integration complexity Regulatory implications Data sensitivity Non-functional risk estimation Primary Architectural Owners Enterprise Architect (strategic...

Enterprise Architecture Technology Strategy Architecture Governance Execution Lifecycle Fractional Leadership Read Insight

Effective Prompt Engineering

Beginner to Advanced6-8 hoursFull prompt design framework + personal prompt library

Every major prompt engineering technique — from basic clarity to advanced agentic reasoning. Not a list of tips. A mental model you can apply to any task, any tool, any context.

...first Least-to-Most — build up from simple Advanced techniques — for production systems, agentic workflows, maximum quality Prompt Chaining — one task per prompt Generated Knowledge — prime before you ask Self-Critique...

2 DaysIntensive

19 TechniquesComplete Coverage

Prompt Engineering LLMs Generative AI Productivity AI Workflows View Details

Current State & Target State Architecture

All levels — SA, EA, TS4-5 hoursAs-is / to-be architecture canvas + transition state design + maturity scale + AI readiness assessment

How to document what exists today, define what must exist tomorrow, and design the transition states that get you there — the discipline of architecture that connects present reality to future goals.

...documented, teams design solutions that ignore existing constraints — integration debt, legacy dependencies, data quality issues, regulatory requirements, and organisational capacity. The result is a target state...

1 dayIntensive

PracticalCanvas exercise

Architecture Enterprise Context Current State Target State Transformation Gap Analysis View Details

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.

...technical risk and meet regulatory obligations. The structure of a system — its boundaries, integrations, data flows, and access controls — determines its exposure. I've seen teams wait until the security review...

1 DayIntensive

CriticalSA · EA · TS

Architecture Risk Compliance Security Governance Control Points View Details

AI Capabilities, Limitations & Use Cases

Beginner to Intermediate3-4 hoursTask-to-AI fit judgment + reference materials

What AI is genuinely good at, where it will let you down, and how to match the right task to the right tool. The judgment you need before you touch a prompt.

...updates. Why this works so well: both the input and output formats exist abundantly in the training data. The model has seen this kind of conversion thousands of times and can do it reliably. There's also...

Half DayIntensive

Beginner FriendlyNo math required

Generative AI AI Capabilities AI Limitations Hallucination Use Cases AI Fluency View Details

Application & Technology Landscape

All levels — SA, EA, TS4-5 hoursApplication landscape register + technology heat map + dependency matrix

How to build, read, and use the full picture of what an organisation runs — every application, platform, integration, and technology — and how they depend on each other.

...second column, you're making decisions blind. What to capture — Applications, platforms, integrations, data flows, and technologies "Landscape" can mean different things. Without scope, teams either capture...

1 dayIntensive

PracticalLandscape exercise

Architecture Enterprise Context Application Landscape Technology Landscape Rationalisation Dependencies View Details

Capability Mapping & Business Outcomes

All levels — SA, EA, TS4-5 hoursBusiness capability map template + capability-to-outcome linkage model

How to build business capability maps, connect them to technology, and link capabilities to strategic outcomes — the bridge between business strategy and technical architecture.

...Product Lifecycle, Product Pricing. Operations — Order Fulfilment, Inventory Management, Supply Chain, Quality Management. Finance — Financial Reporting, Accounts Payable, Accounts Receivable, Budgeting,...

1.5 daysIntensive

PracticalMap-building exercise

Architecture Capability Mapping Business Strategy Enterprise Context Business Outcomes View Details

Requirements, Constraints, Trade-offs & Compromise

All levels — SA, EA, TS5-6 hoursTrade-off framework + constraint register template + requirements classification guide

The art of making the best possible architectural decision given what is required, what is constrained, and what must be sacrificed.

...it: "Orders must be processed within 2 seconds." "The system must handle 10,000 concurrent users." "Data must be encrypted in transit and at rest." The critical insight: Functional requirements determine...

1 DayIntensive

PracticeReal decisions

Architecture Foundations Requirements Trade Offs Decision Making 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.

...missing test is different from a wrong architecture. A deprecated library is different from a shared database. Treating all debt the same leads to wrong priorities. Four types of debt require different...

1 DayIntensive

StrategicSA · EA · TS

Architecture Technical Debt Rationalisation Modernisation Governance View Details

AI Agents and Automation

Intermediate to Advanced6-8 hoursAgent use case map + architecture blueprint + governance framework

AI agents — what they are, how they work, the protocols shaping them (MCP, A2A), and the governance you need before you let one act on your behalf. The bridge between AI that talks and AI that does.

...Observe Gathers information from tools, context, and memory Reads a file, searches the web, checks a database Orient Assesses current state and progress toward goal "I have 3 of the 5 data points I need"...

2 DaysIntensive

Agent DesignWorkshop

AI Agents Agentic AI MCP A2A Multi Agent Systems AI Orchestration View Details

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