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Automation & Agentic Systems
Intermediate to Advanced (SA, EA, TS)6-7 hoursAutomation opportunity map + agent architecture blueprint + MCP/A2A integration guide + Agentic Risk & Cost Framework

How AI-powered architectures that plan, act, and use tools autonomously are reshaping integration and workflow — covering agentic patterns, MCP and A2A protocols, orchestration frameworks, human-in-the-loop design, guardrails, observability, and economic risk management.

...patterns for agents MCP and A2A protocols Human-in-the-loop design Governance and risk Where to start Orchestration tools and frameworks Guardrails and evaluation Observability Economic guardrails Putting...

1.5 DaysIntensive
CurrentSA · EA · TS
The AI Evolution Stack: How AI Systems Mature from Simple Models to Governed Platforms
The AI Evolution Stack: How AI Systems Mature from Simple Models to Governed Platforms

A structured guide explaining how AI systems evolve from simple model usage to governed platforms, and how to scale complexity without losing architectural control.

...begin as platforms. They begin as experiments. A direct model call. Then retrieval. Then agents. Then orchestration. What changes at every stage? Context Action Governance AI maturity is not about model...

The Minimum Architecture Every Company Needs: The House, the Hallway, and the Doorbell
The Minimum Architecture Every Company Needs: The House, the Hallway, and the Doorbell

A practical architectural model explaining why most companies only need a modular monolith, a workflow orchestrator, and outcome-based events.

...start talking about: Microservices Event-driven systems Message brokers Workflow engines Distributed orchestration Before the first real business problem is even solved. The result is predictable. Systems...

ADR Templates: 5 Variations for Different Contexts + Governance Automation
ADR Templates: 5 Variations for Different Contexts + Governance Automation

One ADR template does not fit every architectural context. Five purpose-built variations — for standard decisions, agentic AI, cross-domain impact, fast delivery, and high-risk reversals — plus governance automation to make the system run without manual follow-up.

...applied to governance. Rule 4 — Agentic ADR Auto-Generation When an agent makes a Zone B decision, the orchestration system auto-generates an Agentic ADR draft. The draft is pre-populated with: Agent identity Decision...

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.

...infrastructure. AWS Lambda, Azure Functions. CaaS (Container as a Service) — run containers without managing orchestration. AWS ECS, Azure Container Instances. DBaaS (Database as a Service) — managed databases...

2 DaysIntensive
PracticalSA · EA
AI Implementation & Technical Architecture
Intermediate to Advanced5-7 hoursAI architecture blueprint + MLOps framework + deployment playbook

Turning AI prototypes into reliable, scalable production systems. MLOps, model serving, RAG architecture, monitoring, and the engineering discipline that most AI projects are missing.

...Biases, Neptune for experiment tracking. Feast, Tecton for feature stores. Kubeflow, Airflow, Prefect for orchestration. Evidently, Whylabs, Arize for monitoring. The right choice depends on your stack, your...

2 DaysIntensive
ArchitectureBlueprint
Technology Strategy & Architecture Strategy
Advanced (EA, TS)5-6 hoursTechnology strategy vs architecture strategy distinction map + strategy brief template

How to distinguish technology strategy from architecture strategy, connect both to business strategy, and define a coherent direction for the organisation's technology investments.

...low-latency APIs Stream processing, caching, ML platform "Cut operational cost 20%" Automation Workflow orchestration, self-service RPA, platform automation, IaC "Achieve SOC 2 compliance" Security controls...

1.5 DaysIntensive
StrategicEA · TS
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.

...tagging; purpose-aware access control. Automated erasure — delete all data for a user on request. Erasure orchestration; propagation to all stores. Consent store — centralised consent tracking. Consent service;...

1 DayIntensive
CriticalSA · EA · TS
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.

...Start with: Which tasks are changing? Which decisions still need human authority? Which new review or orchestration tasks are appearing? Which skills need strengthening for the role to succeed? This makes...

1 DayTransformation
Role DesignPractical