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
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.
Analyst Insights
Research and market analysis connected to Data governance
DataHub Cloud v1 aims to boost analytics agent accuracy
CFOs risk falling behind without scalable AI strategy
The 6-step AI readiness checklist
Aveva unveils AI & data updates across industrial suite
8 Data management trends shaping enterprise strategy in 2026-2027
Featured News
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.
Cloudera and Svitla Systems bring trusted AI to healthcare
Cloudera and Svitla team up to build trusted, clinician‑centric AI that unifies patient data while safeguarding privacy and consent.
How Formula 1 turns data & cyber security into speed
At Albert Park, F1 insiders reveal how sharper data use, tighter security and resilience planning combine to unlock race-winning performance.
Confluent says data streaming will enable faster, better decisions
Confluent says organisations must shift to governed data streaming, with AI agents making millisecond decisions at scale.
Elastic says AI search & context now decide customer loyalty
Elastic argues that in an AI-obsessed market, robust search across messy data is the real foundation of trustworthy, profitable experiences.
Platform consolidation the path to strategic compliance value - Workiva
Consolidated GRC platforms are turning box-ticking compliance into strategic value, says Workiva, as AI raises the stakes on data quality.
Smart Communications pursues trusted AI for customers
Smart Communications helps organisations in regulated industries face down communication challenges every day.
Expert Columns
Navigating data challenges in China's E-commerce market
Governed choice: the key to scaling AI safely in Australian business
Before you adopt AI in quality engineering, ask if you're ready for it
Cyber risk in education now extends far beyond the school gate
Why data governance is a core IT responsibility in the AI era
Avoiding shadow AI requires strong enterprise governance
AI accountability gap widens as organisations scale faster than governance
Chief AI Officers: The next test of Australia's digital government leadership
The 'boring' AI ERP capabilities delivering the biggest finance gains
Using AI in your ERP? You should know where your data goes
Interviews
Interviews and video coverage from the networkRecent Data governance News
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.
CommBank appoints first Chief AI Scientist in Australia
The appointment underscores the lender's push to scale responsible AI as banks race to recruit academic talent and manage security and governance risks.
Snowflake wins IRAP approval in Google Cloud Melbourne
Australian government agencies can now use Snowflake on Google Cloud in Melbourne for PROTECTED workloads, broadening cloud choice and assurance.
Budget backs tech, but tax fears linger for investors
Tax changes could curb early-stage investment even as the Federal Budget backs critical minerals, AI and renewable project delivery.
Budget wins praise but business warns of skills gaps
Business groups welcomed the Budget's productivity push, but warned small firms and agencies still lack the skills to deliver it.
Australian budget boosts AI, but cyber gaps remain
Despite welcome AI funding, tech leaders say small firms still lack the cyber defences needed to adopt new tools safely.
Rocket Software completes Vertica acquisition from OpenText
The deal gives Rocket a bigger analytics push, adding more than 600 Vertica customers and 170 staff as it eyes older IT systems.
OpenAI adds Chrome extension to Codex as Australia surges
Rising Australian demand is driving wider take-up of OpenAI's Codex, as the coding agent gains Chrome access for signed-in work across web apps.
Altis appoints Craig Chapman as ACT regional leader
Canberra agencies are under pressure to modernise data systems as Altis adds former Deloitte specialist director Craig Chapman to lead its ACT push.
First-party data is the new oil: Why Australian businesses can't afford to wait
Privacy rules and browser changes are forcing Australian businesses to rebuild marketing around consented customer records before performance drops further.
Australia privacy week urges better complaint handling
Only 9% of complainants were satisfied as Australia’s privacy regulator said poor resolution is eroding public trust in data handlers.
Why Australian enterprises can no longer afford to ignore the log management problem
Log bills are rising fast as cloud-native systems swamp legacy tools and drag incident resolution, and Australian firms are paying over USD $1 million a year.
Training lags behind AI use in Australian workplaces
Only 21.1% of workers have had training, leaving many to rely on generative AI at work while still worrying about errors and poor output.
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