Designing for Obligations and Outcomes

Transformation · November 2026

By Matt Tibble

Where an agency applies AI matters more than how quickly the AI system is deployed. This article covers what obligations apply, five criteria for choosing a domain, the four kinds of measure executives should expect on deployment, and considerations on funding.

Published by Capability — boutique Australian management consulting firm. Read the full article at https://capability.com.au/insights/thought-leadership/demonstrating-ai-value-government-2.