The Ultimate Guide to Data governance
A curated Australian edition of IndustrialDay 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
The Key AI Test Is Ensuring Regulation Keeps Pace With Ambition
Australia's AI rules may decide whether businesses gain protection without extra red tape that slows deployment and pushes investment offshore.
BNP Paribas expands daily data service for UniSuper
It gives the Australian superannuation fund daily exposure data across its portfolio, supporting faster oversight and data-led investment decisions.
Australian care groups adopt TechnologyOne's Plus AI
The uptake signals growing demand for AI that works inside regulated systems, giving care workers faster access to data without extra reporting tools.
AOVO adopts Orca Opti to speed trial document work
The software has cut some clinical trial document checks from 45 minutes to under five, easing a heavy compliance burden at AOVO's Gold Coast site.
BlackLine launches Verity Prepare for governed finance AI
Finance teams risk losing auditability as BlackLine's new tool lets autonomous agents handle reconciliations under tighter controls.
MYOB widens AI BAS beta to Australian small employers
The update adds payroll-linked compliance checks for an estimated 920,000 Australian small businesses as MYOB trials the tool with employers.
Analyst Insights
Research and market analysis connected to Data governanceFeatured News
Interview: Cloudera says open-ended AI spending is over
Enterprises are now demanding proof of value and tighter controls as AI budgets face scrutiny over compute costs and deployment choices.
AI transforming B2B discovery - but human trust endures
AI is changing how B2B buyers make decisions - but an expert warns that it is not a substitute for effective human comms strategies.
Databricks AI helping telcos prevent churn, predict fraud
By linking customer, network and operational data, telcos can spot churn and fraud sooner, while also speeding service and support decisions.
Why businesses need more than technology to scale AI
Only 19 per cent of enterprise AI use cases hit most or all goals, as Infosys urges firms to pair technology with data, training and governance.
Interview: Cloudera bets on hybrid AI growth in JAPAC
Banks and large enterprises in Asia-Pacific are rethinking cloud-first AI plans as costs, sovereignty and regulation favour hybrid deployments.
Confluent: Data architecture gap impairing AI ambitions
Older systems may leave Australian firms unable to meet CDR demands, while modern data architecture is becoming crucial for real-time AI use.
Confluent: Stale, unreliable data could impair enterprise AI
Fresh data and tighter controls are becoming critical as businesses push AI into production, with weak lineage and quality seen as a major risk.
Exclusive: Cloudera builds Hadoop-free future platform
Existing customers get six years of support as Cloudera shifts new AI and analytics workloads to a Hadoop-free platform due in November.
Australian AI training gap becomes cost, productivity burden
Poor training is leaving Australian firms unable to turn AI licences into gains, with productivity slipping and shadow AI risks rising.
Shadow AI becomes security headache as workers outpace governance
Unchecked use of consumer AI tools is exposing sensitive company data, forcing executives to balance productivity gains against compliance and security risk.
Big AI moves at Lendi Group, brokers and customers benefit
More deals and faster lender integrations are expected as Lendi shifts its mortgage platform towards agentic AI for 1,300 brokers.
Jamf launches AI Governance to enhance visibility, security
IT teams can now track AI models on Apple fleets to curb data leaks and token spend as businesses wrestle with shadow AI.
AI adoption races ahead of governance in businesses
Only one in six staff are getting enough AI training, leaving firms exposed to poor decisions, shadow tools and weak returns.
ClickHouse customer base soars on back of AI demand
AI agents are driving a sharp rise in demand for the real-time data platform, which added 1000 customers early in 2026 to top 4000.
Cohesity mitigating shadow AI by empowering staffers
Approved AI tools are cutting shadow use by staff, but Cohesity warns the bigger risk is corrupted enterprise knowledge and weak governance.
Oracle, Ingram Micro strike Australian distribution deal
Australian enterprises will gain wider access to Oracle's cloud and AI tools as demand for multicloud infrastructure and data security rises.
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.
Expert Columns
The Key AI Test Is Ensuring Regulation Keeps Pace With Ambition
How AI is changing business planning
AGI is coming. The future of work isn't ready
Are you still panning? There is a better way to extract mainframe gold
Why trusted 'Customer Context' is critical in the agentic AI era
Beyond the campus perimeter: Why university cyber defence hinges on identity security
Why firms are now looking for AS9100 certification
Your AI Scaling Problem is Actually a RAG Problem
The Hidden Data Quality Risks of Holding Data for Too Long
Three Industries, One Common Challenge: Getting Data Right Before MDM
Interviews
Interviews and video coverage from the networkRecent Data governance News
Databricks buys Row Zero to add live spreadsheets to Genie
The deal keeps finance and operations teams in governed data as Databricks adds a spreadsheet layer to reduce risky file exports.
RDC.AI targets North America with banking software
Banks are broadening use of RDC.AI's software as the Australian-founded group reports more than 120 per cent growth in existing customers.
Procurement leaders face rising demands amid data gaps
Rising savings demands are colliding with staffing shortages and poor data, leaving procurement teams struggling to keep pace.
Keepit tops USD $100 million ARR on AI Truth Cloud
The Danish cloud data protection group's nine-figure run underscores demand for independent backup as firms link AI adoption to data trust.
Amazon Web Services adds cross-account EBS volume copies
Customers can now refresh test environments with recent production data in separate AWS accounts while keeping control of encryption and audit trails.
OpenAI hacked Medicare portal, Australia Prime Minister Anthony Albanese says
Australia has launched a taskforce after an AI agent accessed non-public Medicare files and other government data, Albanese said.
UiPath adds governance & data controls to AI platform
Enterprises adopting AI agents are getting tighter oversight and data boundaries as UiPath expands controls across automation, integration and deployment.
Everpure appoints Alison McQuarrie to lead ANZ partners
Rising AI demand and data-readiness concerns are pushing Everpure to rely more heavily on channel partners across Australia and New Zealand.
Rocket expands AI controls for mainframes in banks
Skills shortages and stricter oversight are pushing banks to seek safer AI tools for mainframes, with new controls aimed at keeping actions auditable.
Qualtrics launches Healthcare XM with Press Ganey data
Healthcare systems will be able to use patient and workforce data to predict risks and trigger action as Qualtrics rolls out the product in 2027.
Liquibase Secure launches on Snowflake Marketplace
Snowflake customers can now buy Liquibase Secure through the marketplace, with spend eligible for Capacity Drawdown as teams tighten change control.
Regnology finds agentic AI gap in reporting adoption
Only 16% of firms have embedded AI in regulatory reporting, as governance and trust issues keep most projects in pilot stage.
NatWest & banks set out AI agent payment principles
Banks want to prevent AI-driven shopping from eroding customer control, privacy and security as agentic commerce moves closer to everyday payments.
Proofpoint launches AI security system for data risk
As AI tools gain access to sensitive systems, Proofpoint says separate data and oversight products no longer catch the full risk.
Teradata expands Tera into agentic coworker for data
The new tools are due in late 2026, as Teradata targets lower AI costs and fewer workflow errors across enterprise data systems.
OpenSearch survey flags AI infrastructure vendor worries
Technology leaders are prioritising vendor-neutral AI systems as 83% of organisations run or plan AI workloads, a survey found.
Forrester warns AI growth will strain energy & water
By 2027, AI expansion is set to drive up power and water costs, while forcing tougher rules on data centre building and funding.
CMOs & CIOs split over AI decision-making at firms
Shared AI projects are stalling as marketers and technologists dispute control, with most CIOs claiming the final say on CMS and DXP choices.
Perplexity adds Portable Computer to Windows RTX PCs
High-end RTX users can now keep sensitive work on-device as Perplexity extends its local AI agent to supported Windows PCs.
Bank blocks confidential data leaks to public AI tools
Hundreds of attempted uploads were stopped as a regional investment bank moved to curb analysts' use of public AI tools for sensitive data.
Job Moves
Source Technology names Nette as Director of Innovation
Bridget Collins returns to Progress Software as CIO
Anna Green named Chief Executive of Australian AFCX
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