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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-Augmented 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 | AI-Enabled Digital Service Model

I help organisations define and operationalise digital services and AI-enabled workflows to deliver reliable, measurable, and assured service outcomes.

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Terry Chana

Articles

About IAW

IAW explores how AI-enabled digital services are designed, executed, and assured.

Digital services don’t fail because of technology.


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

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