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Before we start — the one thing to hold onto Most teams think they have a documentation problem. They don't. They have a decision problem. I've sat in rooms with architects who...

Before we start — the one thing to hold onto Most teams think their biggest problem is documentation. Nobody wrote down how the system works. Nobody knows what triggers what. They try to fix...

...regulatory requirements (EU AI Act, GDPR, etc.) Reduced bias and improved fairness metrics Audit-ready documentation and monitoring Workshop Structure Day 1: Morning (3 hours): Responsible AI principles,...

...improve what you don't measure. Prerequisites & Preparation Before the workshop: Current SDLC process documentation (if any) CI/CD pipeline configurations (sample or actual) DORA metrics baseline (deployment...

...engagement begins: Clear understanding of current pain points and gaps Access to systems, codebase, documentation, and team Board or CEO alignment on fractional leader's authority and scope Defined success...

...workshop: Participants complete pre-workshop survey (30 minutes) Organisers provide current architecture documentation, roadmap drafts, and governance pain points Review of existing decision-making patterns...

...satisfaction) Current platform capabilities inventory (what exists today) CI/CD, security, and observability tooling documentation Team structure and service catalog Recommended team composition: 1 VP Engineering or Engineering...