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Decision Rights for Technology — Who Decides What in a Modern Enterprise
Decision Rights for Technology — Who Decides What in a Modern Enterprise

Why most enterprises confuse escalation ladders with decision rights — and how Technology Decision Domain Architecture maps exactly who decides what, at which altitude, before the conflict arrives.

...standards Domain Decisions that govern a bounded business or technology domain Domain platform choices, data ownership rules, integration contracts Team Decisions within a team's implementation boundary Library...

Your HCI Proof of Concept Measures the Wrong Thing.
Your HCI Proof of Concept Measures the Wrong Thing.

Most organizations evaluate private cloud and HCI platforms by running a technical POC. The POC passes. The platform fails. The reason is structural — and fixable. The Platform Fitness Evaluation Model (PFEM) tells you what to measure instead.

...governance. Compliance posture: Does the platform's native security model align with your compliance requirements — data residency, encryption at rest, audit logging, access control? Multi-team governance: If multiple...

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.

...consultation. The discharge summary captures what changed and what happens next. Same institution. Same patient data. Four different record formats. Because the context is different. The stakes are different. The...

Nobody Uses ADRs as an Agentic Decision Log. They Should.
Nobody Uses ADRs as an Agentic Decision Log. They Should.

Why Architectural Decision Records are the only structure most organizations already have that can govern AI agent accountability — and how to extend them into an Agentic Decision Log before the EU AI Act deadline.

...Examples include: agents making financial decisions above defined thresholds agents processing personal data agents routing or triaging customer interactions agents generating content published without human...

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

Executive Summary Who this is for: CTOs, Enterprise Architects, Architecture Leads designing or operating AI-powered systems Problem it solves: Structural drift caused by AI agents making...

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.

...operational backbone Model serving — making models accessible RAG architecture — grounding AI in your data Infrastructure design Monitoring — watching for silent degradation Scaling The production pipeline...

2 DaysIntensive
ArchitectureBlueprint
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.

...together Cheat sheet Before we start — the one thing to hold onto Architecture isn't the art of the perfect design. It's the art of the best possible decision given three realities: what's required, what's constrained,...

1 DayIntensive
PracticeReal decisions
Platform Thinking
Intermediate to Advanced (SA, EA, TS)5-6 hoursPlatform strategy canvas + internal platform design guide + shared capability register

How to shift from building one-off solutions to building reusable internal platforms — shared foundations that allow teams to deliver independently without solving the same problems repeatedly.

...Navigation Start here — What a platform is Why platform thinking matters now The platform team model Designing for adoption What makes a good platform Platform governance The journey from projects to platforms Putting...

1 DayIntensive
CurrentSA · EA · TS
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.

...sprint. Reference architectures give teams a starting point — not a straitjacket — so they don't have to design from scratch. Keep it in mind. What standards are — And what they're not People hear "standards"...

1 dayIntensive
PracticalStandards exercise
Portfolio & Dependency Thinking
All levels — SA, EA, TS4-5 hoursPortfolio map template + dependency radar + investment alignment grid

How to see all systems, initiatives, and investments as a connected whole — understanding dependencies, shared capabilities, and how decisions in one place ripple across others.

...capability built twice is waste. A dependency missed is an outage waiting to happen. I've seen perfectly designed systems that couldn't integrate with the portfolio — and "suboptimal" systems that fit the portfolio...

1 dayIntensive
StrategicPortfolio-level
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