Why councils need to fix information governance before AI can deliver trusted results
Kylie Allen, Product Success Director, TechnologyOne
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The real barrier to AI readiness? Your own information.
Every day, councils generate a massive flood of information, from contracts to planning submissions, engineering drawings and community correspondence. This information moves through a wide array of personal inboxes, shared drives, business applications and collaboration tools.
But beneath the surface, the digital environment splinters into a scattered mix of duplicated files and disconnected repositories. No one knows exactly where the definitive record sits. This type of fragmentation results in a frustrating experience for residents, while draining much needed productivity from council staff.
Across Australia, accountability expectations are tightening. Privacy obligations are sharpening, records standards are becoming explicit, and freedom of information regimes are expanding in scope. Councils are being asked to demonstrate absolute control over their information environment.
Meanwhile, the operational costs of maintaining information quietly compounds. Storage footprints are expanding rapidly while staff spend valuable hours verifying data instead of serving their community.
The AI readiness gap
Councils are rightfully enthusiastic about the possibilities of AI for tackling these mounting challenges. Leaders are actively seeking faster access to information, sharper civic insight, better-supported decisions and highly responsive community services. Unsurprisingly, the WA Local Government Association 2026 AI readiness assessment found high optimism among councils regarding these emerging technologies.
Yet the same WA report revealed an overall sector AI readiness score of just 14%. A separate study of Victorian councils similarly identified a significant gap separating rapid AI adoption from formal organisational governance. Councils are eager to implement new AI tools, yet their foundational data structures remain unprepared.
Enthusiasm meets reality
When council leaders discuss AI, they often focus on the exciting possibilities of generative models and automated processing. The reality of implementation is much more complex.
AI capability depends entirely on the information it draws upon. In many local government environments, underlying information is often difficult to find, let alone verify.
While increasingly powerful, even the most advanced AI models don’t understand organisational intent. AI can’t easily tell if a document has been superseded by a newer policy. It fails to recognise if an email changed the direction of an infrastructure project. AI simply processes what it can access.
If a council feeds an AI tool with ten years of unclassified, disorganised files, the resulting outputs will be wildly inaccurate. The system might pull an obsolete zoning policy from 10 years ago to answer a question today. When the information underneath AI is fragmented, it rapidly amplifies a small error into a much larger problem.
Building a governed content layer
AI readiness is fundamentally an information governance project. For years, councils have understood enterprise content management largely through the lens of compliance. They viewed it as a static place where documents are stored, and audits are supported.
Those outcomes still matter, but the true value of information comes from its context. A planning report matters because it supports a planning decision. A contract matters because it belongs to a supplier relationship.
Traditionally, preserving this context depended entirely on people. Long-serving staff know which document supports which decision. When those experienced individuals retire or move to new roles, institutional knowledge leaves with them.
A governed content layer changes this dynamic completely. It embeds governance directly into the flow of everyday work. Information is captured, classified, secured, and connected to the AI processes that require it. Documents become permanently connected to the people, transactions and decisions that give them meaning.
Focusing on value realisation
This connected approach is where TechnologyOne’s Enterprise Content Management differs from traditional records systems. The electronic document and records management system (EDRMS) is embedded within the broader enterprise resource planning platform itself, rather than operating alongside disparate business systems. This offers several benefits:
- Supplier correspondence stays permanently connected to procurement workflows.
- Asset documentation remains linked across the entire life of the physical asset.
- Property records stay connected to the property module.
- Governance is applied once, retaining critical context everywhere it is needed.
- Photos captured through community requests are automatically shared with the related works project.
AI readiness starts underneath the technology
Councils that achieve genuine AI readiness will be defined more by governance than their access to the latest AI tools. This is the shift TechnologyOne’s approach makes possible. Governance is built into daily work, instead of added afterwards. Councils can then pursue AI with confidence in what it draws from.
Get your information AI ready. See how TechnologyOne Enterprise Content Management can help your council build a governed content layer. Visit https://www.technology1.com/industries/local-government/enterprise-content-management-for-local-government?utm_campaign=campaign_fy26_lg_ecm&utm_medium=article&utm_source=inside_gov_nz&utm_content=hero
