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Most digital services are built around systems. 

The best ones are built around how work actually gets done. 

Effective digital services connect user experience, workflows, and AI to make outcomes measurable, reliable and repeatable at scale.

Efficiency and automation don’t define success.
User outcomes do.

The AI-Enabled Digital Service Model

A model for how digital services are designed, executed, and assured with AI embedded in how work gets done.

Service Experience

Designing how users access and interact with digital services across portals, platforms, and journeys.

AI Workflows

Embedding AI into how work is performed through assistants, copilots, workflows, and agents.

Observability & Assurance

Ensuring services operate reliably with visibility across user journeys, AI behaviour, and business outcomes.

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Digital Service Assurance | The AI-Enabled Digital Service Model

Developed from working across complex environments. I translate vision for digital services and AI workflows into measurable outcomes—with built-in assurance.

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Terry Chana

Articles

About IAW

IAW explores how digital services and AI workflows are designed, orchestrated, and assured.

Digital services don’t fail because of technology.


They fail because work isn’t designed end-to-end.

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