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Technical Analysis · Compliance Architecture
August 2025
· 13 min read
EU AI Act + Agile Delivery: How They Technically Coalesce
The EU AI Act and a well-structured Agile delivery model are not two systems in tension — they are descriptions of the same engineering lifecycle, written by different authors for different audiences. This piece makes that case at the level of technical artefacts: nine obligations, nine Agile artefacts, one structural claim about what compliance actually looks like inside a delivery cycle.
"The EU AI Act is not a compliance overlay on top of engineering. It is a specification of what rigorous AI engineering looks like. If your Agile delivery is producing the right artefacts, you are already building the evidence base."
Covering: obligation-to-artefact mapping · SAFe three-tier structure · Article 14 implementation gap · artefact drift · dataset cards · Annex IV as ADR
AI Strategy
July 2025
· 11 min read
Embedding AI Governance Into Agile Delivery from Day One
How to bake EU AI Act compliance into sprint ceremonies, backlog hygiene, and team rituals so governance is never a bolt-on audit event.
Enterprise Agile
June 2025
· 10 min read
Why Most Agile Transformations Fail Before They Start
The structural patterns I see repeated across European financial institutions — and the three things a Centre of Excellence must fix in the first 90 days.
AI Governance
May 2025
· 12 min read
EU AI Act: Governance Pillars, Risk Framework & What Organisations Must Do Now
The EU AI Act's risk-based framework, four-tier classification system, Annex III high-risk categories, and the concrete compliance steps every regulated organisation in Europe needs to take before August 2026.