Asset AI: smart roads, AI innovation for councils

Company: Code for Australia | Role: Sole Service & UX Designer | Duration: 6 months

End-to-End UX Ownership | Service Design & Blueprinting | User Research & Stakeholder Interviews | Cross-Council Collaboration | UX Strategy & Roadmapping | MVP & Ideal-State Design | Workshop Facilitation | Problem Framing | Design Tool Adoption & Enablement | Civic Tech Design

The Context

How might we design a scalable, real-time AI-powered solution that supports local councils in maintaining safer, smarter roads across NSW?

Asset AI® was a pioneering collaboration between Code for Australia, Transport for NSW, the IPWEA Roads and Transport Directorate, and several Australian councils. 

The vision: a unified, intelligent system to monitor and improve road conditions using AI-powered insights and planning. 

This product was envisioned to streamline asset management, enable proactive rather than reactive maintenance, and empower local governments with accessible, decision-ready information—something that had never been done before in Australia at this scale.

The Challenge

With no blueprint to follow, I was brought in as the sole designer to lead this complex, multi-stakeholder project. I needed to uncover user needs, define the problem space, and design a solution that worked across inconsistent systems, fragmented data sources, and varied council capabilities.

Some of the key challenges included:

  • Significant ambiguity around scope and problem definition
  • No consistent tools, standards, or workflows across councils
  • Misaligned stakeholder expectations across government layers 
  • Minimal prior research, personas, or product frameworks to use 
  • Heavily compressed timelines with high pressure to deliver visible outcomes
  • Acting as project communicator and council liaison—across 25+ councils

This wasn’t just about designing a UI. It was about building clarity, trust, and alignment across the entire project.

A look at the initial brief - ambiguous and not well defined at the start.

The Approach

Over six months, I led a full service design project that included:

  • Stakeholder interviews across Transport for NSW, IPWEA, and over 25 local councils
  • Ideation workshopping across our larger project team - involving members from Transport for NSW, IPWEA and councils 
  • A 3-week statewide research sprint involving said councils - uncovering processes, pain points, and hidden workarounds
  • Detailed personas and service blueprints capturing the roles and realities of operations managers, asset planners, and contractors
  • Collaborative problem framing and MVP definition, aligned to future scalability
  • Prototyping and validation of concepts that could unify data, deliver AI-driven insights, and integrate seamlessly into existing workflows

I also introduced FigJam as a live collaboration tool across the project, which significantly improved remote visibility, stakeholder engagement, and sprint planning.

Our research notes with over 25 councils across the state.
More research - affinity mapped with key quotes taken out.
A workhop I ran with our wider team, including representatives from NSW Transport, local councils and IPWEA.
A early version of personas, generalised to show how different types of councils worked.
Better defined personas - humanising the struggles of these councils.


The Outcome

I designed a platform concept that would:

  • Aggregate data from AI-powered defect detection, community complaints, council plans, and existing maintenance logs
  • Recommend optimal actions based on safety risks, cost-efficiency, and long-term impact
  • Enable councils to prioritise intelligently, plan smart maintenance routes, and make budget-informed decisions
  • Provide live, shared visibility across teams, eliminating silos and improving strategic planning

The research and early designs I delivered were instrumental in shaping a 2-year product roadmap. They also helped secure buy-in from hesitant stakeholders and paved the way for future implementation phases across NSW councils.

The 'current' journey with specific quotes from councils to outline wher the opportunities are.
A map of our proposed AI process - how it incorporates incoming information and what information it would provide to councils.
Early stage wireframes to describe how the system would work.

The true impact of this work 

  • Engaging 25+ councils across Australia in just 3 weeks
  • Delivering strategic research that unlocked long-term funding and multi-year roadmap
  • Defining scalable service design patterns for future council-facing tools
  • Setting a precedent for AI integration into government operations at the local level
  • Leading  all design work, research, and stakeholder alignment across multiple government levels

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