The Ultimate Guide to Data governance
A curated Australian edition of TechDay news, analysis, interviews, reviews, job moves, and related resources for Data governance.
What to know about Data governance
Data governance sits at the centre of almost every story on this tag, from cybersecurity and cloud migration to AI, analytics and customer experience. Here you’ll find how organisations are building policies, platforms and cultures to ensure their data is accurate, secure, compliant and actually usable – not just stored. The articles track the rise of chief data officers, universal governance frameworks, and the shift from reactive incident response to proactive control over who can access what data, where it lives, and how long it’s kept.
The tag follows practical developments across tools and vendors – from catalogues, lineage and DataOps platforms to DSPM, GRC and identity security – alongside evolving regulations like GDPR, the EU AI Act and privacy reforms. You’ll see how firms are tackling challenges such as data quality, unstructured information, cloud and SaaS sprawl, and AI agents that depend on trustworthy data. Case studies from finance, healthcare, manufacturing, government and more show how strong governance underpins everything from digital transformation and open banking to AI-driven automation.
If you need to understand how to make data both a strategic asset and a managed risk, this is a rich starting point. The stories here will help you design governance that supports innovation instead of blocking it, close the gap between security and analytics teams, prepare for stricter compliance, and get your data estate ready for generative and agentic AI. Read on to see what works, what fails, and how leading organisations are redefining data governance for the next wave of technology.
Australian Data governance News
Regional stories with direct local relevance
Australia has high AI agency in eight capabilities
The findings suggest Canberra should target funding where it has leverage, as the country ranks highly in just eight of 103 AI capabilities.
How to meet APRA's demands for improved AI security
Financial firms face tighter oversight as the regulator warns current controls are not enough for fast-changing AI systems and machine identities.
Rewiring the heart of the CFOs office
Fragmented data is slowing finance decisions and limiting the value of AI, as Australian CFOs push to make GRC the office's connective layer.
Coliban Water taps SecMatters for managed cyber defence
Closer monitoring of cyber risks is now a priority for regional utilities, as Coliban Water seeks faster threat detection and response.
Delinea and Cyera link identity and data risk visibility
Security teams can now rank privileged accounts by the sensitivity of data they can reach, helping cut alert noise and focus reviews.
Spaceship urges investors to back AI beneficiaries
AI adoption could lift earnings for software and cybersecurity groups even as businesses trim staff and automation threatens more jobs.
Analyst Insights
Research and market analysis connected to Data governance
Codenotary flags 210,000 risky AI agent actions daily
Manufacturers turn to AI as maintenance know-how fades
Gartner says more than 10% of firms will be AI-first
DataHub Cloud v1 aims to boost analytics agent accuracy
CFOs risk falling behind without scalable AI strategy
Featured News
Telstra Health Corus empowers patient centred data flow
Patients could soon avoid repeating their medical history as Telstra Health's Corus links records across care settings and supports real-time sharing.
Hype growing - but SMEs still face barriers to AI adoption
Small firms risk falling behind unless they adopt AI for practical gains, as SMEC AI says many are still confused by the technology.
Geotab using telematics and AI to reshape fleet management
Rising fuel costs and safety risks are pushing fleet operators to use Geotab telematics to cut idling, reroute trips and monitor fatigue.
Visibility can shield you against $15k/min downtime
Blind spots in monitoring are pushing outage bills higher, with Splunk estimating average downtime now costs USD $15,000 a minute.
Snowflake unveils platform upgrades for CoCo, CoWork
Enterprises will get tighter AI controls as Snowflake adds blocking policies, multi-party authorisation and new agentic tools at Summit.
Everpure preparing for new era of cyber resiliency
AI attacks are pushing firms to prioritise cyber resiliency, as Everpure warns downtime can exceed ransom demands by up to 75 times.
The AI challenge - balancing governance and innovation
Many projects remain stuck at proof of concept as businesses wrestle with data governance, security and agent oversight before scaling AI.
Cloudera hackathon highlights enterprise AI data challenges
Only seven per cent of organisations are data ready, raising doubts over whether enterprise AI can move from prototypes to production.
Vanyar primed for success with Uriah Jacobs at the helm
A shortage of skilled partners is slowing wider adoption of Palantir Foundry and AIP, creating an opening for Vanyar in the commercial market.
Sage branding itself on trust in AI world of 'big voices'
Trust is emerging as a selling point for finance software as Sage warns that opaque AI can leave CFOs answerable for costly errors.
Exclusive: Denodo's Dominic Sartorio on perfect data vs the right data
Trust in enterprise AI is being undermined as Denodo research finds most firms still lack live, context-aware data for production use.
Exclusive: Google Cloud accelerates shift to agentic data
Enterprises may soon design data systems for AI agents rather than staff, as Google Cloud adds real-time context, automation and cross-cloud access.
Google sees retail success with agentic commerce push
Retailers are using Google’s new AI suite to speed up shopping and support, with Bunnings already live and UCP adoption starting to grow.
Exclusive: Grafana Lab's Jen Villa on targeting the AI observability gap
The new tools aim to help firms spot faulty AI outputs and data risks sooner as production deployments outpace monitoring methods.
Diligence the watchword as oversight lags AI governance
Most boards are using AI for routine tasks, but only 3% have woven it into risk oversight, leaving organisations exposed to fresh hazards.
Milestone turns video data into AI-driven intelligence
Demand for real-time security insights is pushing airports and public spaces towards AI tools that can analyse hundreds of cameras at once.
Exclusive: Orderfox pushes into autonomous execution with Gieni ABX
Orderfox launches Gieni ABX on Microsoft Azure to push industrial AI beyond insights, automating workflows across enterprise systems with governance.
Expert Columns
When Agents act on bad data, the damage is automatic
How to meet APRA's demands for improved AI security
Why ERP is not just another platform you can rebuild with AI code
Rewiring the heart of the CFOs office
What separates the personalisation leaders in media and entertainment?
Rising hardware costs accelerate shift to private cloud adoption
Navigating Asia's Digital Infrastructure: The Strategic Role of Hong Kong in Global Cloud and AI Expansion
How mid-sized companies can build an effective data quality framework
Navigating data challenges in China's E-commerce market
Governed choice: the key to scaling AI safely in Australian business
Interviews
Interviews and video coverage from the networkRecent Data governance News
Asana unveils AI work suite for human & agent teams
Australian businesses may struggle to keep up as Asana expands AI across workflows, with only 14% having scaled it organisation-wide.
Rising hardware costs accelerate shift to private cloud adoption
Higher hardware prices and longer lead times are pushing Australian firms towards private cloud for steadier costs and onshore data control.
Melbourne council adopts Databricks for AI data platform
Manual data wrangling at the City of Melbourne is being replaced by a single AI platform supporting more than 700 datasets and 40 use cases.
Australian healthcare AI adoption slowed by maturity gaps
Most Australian healthcare providers are stuck in pilot mode as weak data, governance and operating models limit wider AI rollout.
How mid-sized companies can build an effective data quality framework
Bad data is costing Australian firms about AUD A$493,000 a year and slowing decisions in mid-sized businesses.
OpenAI unveils tools to rein in enterprise AI costs
Businesses are under pressure to widen AI use without blowing budgets, as OpenAI adds efficiency, pricing and governance controls.
Corinium to host three data and AI conferences in Melbourne
More than 700 executives will gather as Australian firms face pressure to prove AI spending delivers results and tighter governance.
Australians demand fairer data use as AI trust sinks
Public confidence in AI and data handling has plunged, with most Australians rejecting the use of personal information to train models.
Governed choice: the key to scaling AI safely in Australian business
Many Australian firms are failing to turn AI pilots into scalable gains because scattered tools are outpacing governance and business context.
Before you adopt AI in quality engineering, ask if you're ready for it
Without strong governance and clean data, AI in quality engineering can add workload, erode trust and expose weak foundations instead of cutting defects.
Cyber risk in education now extends far beyond the school gate
Thousands of schools faced disruption after a vendor breach exposed how learning platforms and cloud services can halt teaching and assessments.
Kinetic IT report flags AI & sovereign execution gap
Funding and skills shortages are leaving Australian agencies unable to safely deploy AI while keeping ageing systems resilient and under control.
Avoiding shadow AI requires strong enterprise governance
Unmanaged AI use is exposing Australian firms to data leakage, compliance breaches and other risks as adoption outpaces oversight.
Proofpoint extends controls into Claude Enterprise
Organisations using AI assistants face growing compliance risk as Proofpoint folds Claude activity into existing data loss prevention and governance controls.
AI accountability gap widens as organisations scale faster than governance
Many Australian firms are slowing AI roll-outs because fragmented oversight is leaving no one clearly accountable for risk, compliance or decisions.
Australian budget AI push earns cautious tech support
Cautious support from tech leaders hinges on whether Canberra can turn new AI and digital funding into real productivity gains.
Telstra Health launches Corus to connect care data
Disconnected systems are leaving clinicians without the full picture, as Telstra Health rolls out a platform meant to move care data securely between services.
Chief AI Officers: The next test of Australia's digital government leadership
Safely embedding AI into public services now hinges on clearer accountability, as only 22% of Australian organisations use advanced governance models.
The 'boring' AI ERP capabilities delivering the biggest finance gains
Lesser-known ERP tools are already cutting month-end work, from reconciliation and AP to forecasting, if the data underneath is clean enough.
Using AI in your ERP? You should know where your data goes
Finance teams need to know whether ERP AI queries cross borders, because model routing can affect sovereignty, compliance and audit trails.
Job Moves
CommBank appoints first Chief AI Scientist in Australia
Altis appoints Craig Chapman as ACT regional leader
Cevo hires former Macquarie AI leader to head AI adoption
Steve Glynn joins elevenM to expand digital risk advisory
Optus appoints Pieter van der Merwe as Chief Security & Risk Officer
Blue Connections IT appoints new Head of Microsoft and Cloud