AHMAD ALSHAMI Agentic AI Architecture: How to Build Governed Enterprise Workflows Architecture perspective · 10 October 2026 · Ahmad Al Shami Build agentic AI around a business outcome, explicit authority and a recoverable execution process. The model is one component; the architec... AI & Governance
AHMAD ALSHAMI Generative AI changes the architect’s work AI & GOVERNANCE Generative AI can help draft capability maps, value streams and application portfolios from available systems data. This creates an opportunity for architects to spend less time produc... AI & Governance
AHMAD ALSHAMI Scaling enterprise AI requires more than cloud infrastructure AI & GOVERNANCE Moving to the cloud does not by itself make an enterprise AI solution scalable. The architecture must also connect services, data and interfaces so that the solution can operate reliab... AI & Governance
AHMAD ALSHAMI Agentic AI needs identity lifecycle governance AI & GOVERNANCE Agentic AI introduces non-human identities that need clear ownership, access controls and lifecycle management. When agent accounts remain active after their purpose has ended, they cr... AI & Governance
AHMAD ALSHAMI Bring AI governance into architecture decisions AI & GOVERNANCE My view is that AI governance should be closely connected to the enterprise architecture function. Reviewing security, data and integration decisions during design helps teams identify... AI & Governance
