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Building an AI App for NSW Government

AI Driving Efficiencies in Government Operations

Building an AI App for NSW Government

The challenge

Embarking on a mission to transform how government departments manage internal documentation is by no means a small feat.

The initiative we have been involved in leverages AI and aims to streamline the accuracy of information. This improvement, although primarily aimed for internal use, ultimately benefits the general public by ensuring that information received is reliable, consistent, and accurate.

Identifying the small high-value wins can have the most dramatic impact for your customers, clients, staff, and your business no matter the size.

Rangi Biddle - Head of Technology

Reactivity and Agility

Reactivity and Agility

Using the latest, and greatest, frontend and backend technologies. NextJS, Tailwind CSS, shadcn/ui, powered by NodeJS.

Truly seamless

The solution we are continually evolving is built with Next.js and provides a dynamic and responsive user chat interface that makes internal document access seamless. We employed the use of Tailwind CSS, shadcn/ui for a modern, consistent design that enhances usability. This is fully powered by Node.js, ensuring efficient server-side operations and seamless data handling. All running securely in Azure.

Cost efficiency and predictability

Cost efficiency and predictability

Using Azure Cosmos DB for high-volume operations just made sense

Scalability and predictability for the future

With provisioned, serverless, or autoscale options, Cosmos DB adapts in real time - from thousands to millions of operations per second - while maintaining efficiency and keeping costs predictable.

Cosmos DB provides so much versatility and flexibility choosing it as the data storage for our use case was trivial.

Azure and AI

Setting the right foundations

Azure has a vast array of services available. With the explosion of AI, those services are continuing to expand at a very rapid pace.

Azure services leveraging AI

Strategic positioning

The current suite of Azure services allow you to automate document generation, in combination with other services, to reduce manual effort and ensure that information is always accurate. Leveraging services like Azure Document Intelligence and AI Search to further enhance those capabilities allows benefits right now and for the future.

What opportunities or capabilities does this unlock?

Although we are just scratching the surface, some of the immediate unlocks are:

  • Enhanced Document Generation
    AI automates the creation of internal documents, reducing manual transcription and ensuring that information is always accurate.

  • Consistent Accuracy
    By keeping internal documents up to date, this ensures that the information that eventually reaches the public is reliable.

  • Workflow Efficiency
    Automation frees up staff from repetitive tasks, allowing them to focus on higher-value activities.

Were there any tangible outputs? A resounding YES!

  • Improved Efficiency
    Significant reduction in time spent on manual documentation, freeing up valuable staff resources.

  • Consistent Accuracy
    By automating and standardizing document creation, the risk of errors is minimized, ensuring reliable internal communication.

  • Streamlined Workflows
    AI-driven processes reduce manual labor, allowing staff to focus on more strategic tasks.

Efficiency: Any measurable gains?

  • Actual Efficiency Gains Real-world reduction in document processing time, allowing staff to allocate their time to higher-value work - "This just saves me so much time! I can spend more time responding to people...."

  • Enhanced Accuracy Consistent quality and reliability of internal documents, leading to fewer errors and rework - "I still check the quality of my work, but I spend less of my time focusing on spelling and grammatical errors and can focus on the accuracy of the information instead."

  • Improved Internal Communication More accurate and timely information sharing, leading to more efficient and effective collaboration - "There's just so much information available at my fingertips. I feel empowered!"

Blockers to success: Some expected, and unexpected ....

The expected ...

  • Government Processes
    Navigating complex bureaucratic procedures while maintaining efficiency.

  • Security Standards
    Ensuring that the solution meets rigorous security protocols without sacrificing agility.

  • Technical Debt
    Addressing any pre-existing technical debt from any foundational accelerators used to accelerate or ensure smooth operation.

The "Unexpected" + Key Learnings To-Date:

  • Set Realistic Expectations
    While AI offers powerful efficiencies, it's not a quick fix. Achieving meaningful results requires a thoughtful implementation strategy and time to mature.

  • Build a Strong Foundation
    Success with new technology depends on a solid non-technical foundation. Before implementing AI, ensure your internal processes, team readiness, and strategic goals are clear and simple enough to be actionable.

  • Choose the Right Tools for the Job (Not a "Magic Wand")
    There is no single "Swiss-army knife" for AI. The key is to select tools that solve your immediate needs while being flexible enough to support your future ambitions. Don't let the search for a "perfect" tool block you from starting.

  • Prioritize Data Governance and Security
    AI introduces new complexities for data management. In an era of constant cyber threats, having a robust data governance framework is non-negotiable to ensure your data remains secure, private, and compliant.

  • Address Data Sovereignty Complexities
    When using AI, be mindful of data sovereignty—the laws and regulations that govern where your data is stored and processed. This is especially crucial for government projects, as it impacts long-term compliance and project viability.

  • Use AI Strategically
    The most successful AI integrations are not about using AI everywhere, but about applying it thoughtfully to the right problems at the right time to create the most value.

Summary

The most surprising learning thus far has been that there are small levers available that can have a significant impact on how you conduct your business operations on a day-to-day basis.  It's identifying those small high-value wins that can have the most dramatic impact for your customers, clients, staff, and your business no matter the size.

Keen to find out more?

Get in touch