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 lags on AI governance as adoption races ahead
Only 22% of Australian organisations say they are ready to govern AI safely, as spending and use surge across daily operations.
Australia sets up Office of AI amid trust concerns
Businesses will face tighter AI scrutiny as the new Office of AI takes shape amid concerns over trust, compliance and employee impact.
Bailey Abbott lands AI deal with three Adelaide councils
Residents could see faster council services as three Adelaide local authorities test AI under a four-year partnership with Bailey Abbott.
Australia backs new AI office as tech leaders urge standards
The new agency could shape how Australian firms adopt AI, with leaders warning that standards and security will decide whether gains outweigh risk.
Konica Minolta Australia named cloud print leader again
Cloud print is becoming a mainstream priority as most organisations balance rising costs, hybrid-work security risks and data-governance concerns.
With AI having entered the consultation room, governance matters more than ever
AI tools are already being used in Australian clinics, but weak oversight could turn helpful alerts into avoidable patient harm.
Analyst Insights
Research and market analysis connected to Data governance
SnapLogic launches SnapCode for Claude Code integration
European SMBs lead peers in AI execution, study says
IDC survey flags networking bottlenecks for agentic AI
Konica Minolta Australia named cloud print leader again
Ondaro launches Lighthouse for ServiceNow AI Control Tower
Featured News
Resilience over prevention as AI reshapes security landscape
Rising ransomware speed is pushing ANZ firms to increase spending on recovery strategies as AI gives attackers new ways in.
Agentic AI creates enterprise challenge beyond LLM boom
Enterprises face rising costs and governance gaps as thousands of AI agents begin operating alongside staff across multiple systems.
CorPlan launches CoreEPM: Rapid return AI-powered Business Intelligence
By replacing spreadsheets and manual finance work, the new platform aims to cut months-long implementation times and free staff for higher-value tasks.
UiPath assisting One NZ on journey to become AI leaders
Strict controls are now central to One NZ's AI push as it guards customer data and avoids costly errors in billing and finance.
Storage to strategy: Everpure pivots to data intelligence
Enterprises wrestling with AI readiness and data sovereignty may gain clearer governance as Everpure adds a new intelligence layer.
Defence Australia puts data at core of national security
Sovereign AI is becoming vital to mission readiness as Defence Australia builds a connected data ecosystem for faster decisions.
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.
Expert Columns
Post-quantum cryptography: are we sleepwalking into the next Y2K moment?
ERP's next evolution isn't automation, it's creativity
Why AI and composable architectures are changing the ERP playbook
With AI having entered the consultation room, governance matters more than ever
5 Data & AI governance trends every CDO should be watching in 2026
Why seamless Middle East 2026 should be on every commerce leader's calendar
Why data governance use cases fail without accurate data
Why Customer 360 initiatives fail to deliver ROI
Why Every Chief Data Officer Needs a Modern Data Quality Strategy for AI
A Guide for Procurement Leaders: Why Building Your Own Sourcing AI Isn't Worth the Wait
Interviews
Interviews and video coverage from the network
Resilience over prevention as AI reshapes security landscape
Agentic AI creates enterprise challenge beyond LLM boom
CorPlan launches CoreEPM: Rapid return AI-powered Business Intelligence
UiPath assisting One NZ on journey to become AI leaders
Storage to strategy: Everpure pivots to data intelligence
Recent Data governance News
Australia creates Office of AI under Prime Minister
The new framework puts AI policy at the centre of Canberra's productivity and security agenda as businesses brace for tighter governance.
Australian firms race ahead of AI security controls
Most Australian businesses lack full oversight of AI systems, leaving incidents and hidden vulnerabilities to outpace governance efforts.
Industry welcomes Australia's new National Office of AI
New oversight is set to shape AI rules, but businesses say success will hinge on practical guidance, skills and sustained investment.
AI reshapes data & cyber risk for Australian firms
Boards are being pushed to rethink data platforms and cyber controls as AI adoption exposes Australian firms to faster attacks and stricter governance demands.
Australian tech leaders hail AI shift to core business
Australian firms are increasingly using AI in day-to-day operations, with leaders saying data quality and human oversight now matter more than pilot projects.
HeirWealth launches MCP server for AI wealth queries
Advice firms can now query consolidated client wealth data in plain language, as HeirWealth opens Atlas to MCP-compatible AI assistants.
TP opens Bali hub to cut Australian referral delays
Australian patients could reach specialists far faster as TP's Bali hub cuts referral waits from days to minutes for providers under pressure.
The Hidden Cost of Bad Contact Data for Australian Finance Teams
Bad contact data is costing large Australian organisations hundreds of thousands of dollars a year through delayed payments, fraud risk and wasted spend.
AI is already running inside the enterprise. Is Australia ready?
Australian firms are using AI at scale, but many lack the visibility to stop shadow tools, agentic access and rising incidents.
Australian IT leaders say data gaps stall AI scale
A lack of live data infrastructure is leaving most Australian IT leaders unable to scale AI, according to new research from Confluent.
Interactive appoints data & AI leaders for strategy
The appointments underline a push to turn in-house AI trials into customer services, with governance and reliability now central to growth.
Australian firms boost AI spend despite weak returns
One in three firms overshot AI budgets last year, yet only 8% track revenue or productivity gains, exposing weak returns.
Australia AI adoption outpaces governance, says study
Governance is lagging as Australian firms race ahead with AI, leaving many exposed to control and readiness gaps, a new study finds.
In AI, control is the real advantage
Australian firms risk losing AI advantage if core models and pricing stay offshore, as sovereign control becomes a resilience and trust issue.
WA police face backlash over live facial recognition
Privacy advocates say the rollout could wrongly flag innocent people and expose WA residents to biometric surveillance without clear consent or oversight.
Trust is the new uptime: Why sovereignty by design matters
Public confidence in digital government is fragile, with AI adoption, vendor dependence and weak governance now posing a bigger risk than outages.
AI scheduling tool cuts aged care rostering delays
Aged care staff are spending half as long on morning rostering after an AI system recovered 15 hours a week at ECH.
Adobe expands AI partnerships with agencies & Microsoft
The deal puts Adobe's customer experience tools inside Microsoft 365 Copilot and Claude Enterprise, reaching marketers in their daily workflows.
Canon Business Services launches AI security advisory
Australian businesses risk data leaks and governance gaps as staff adopt AI tools faster than employers can set rules and training.
Why synthetic data will define the next phase of AI-driven video in Australia
Data shortages and tighter privacy rules are pushing Australian organisations to train video AI with synthetic footage instead of real-world recordings.
Job Moves
Interactive appoints data & AI leaders for strategy
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