Data Quality Stories

Global Stories

Data Quality stories

Apache Ossie joins incubator to standardise metrics

Aiming to cut conflicting analytics results, the project will now be governed by the Apache Software Foundation after support topped 50 organisations.

By Sean Mitchell • 3 min read • Today

Data Protection

5 Data & AI governance trends every CDO should be watching in 2026

Data quality is overtaking AI as a top concern in 2026, with CDOs under pressure to prove the information behind automated decisions is trustworthy.

By Edmund Ng • 5 min read • Today

Robotics

AI's next phase hinges on data, governance & infra

As enterprises push AI into production, weak data pipelines, governance gaps and rising energy costs are emerging as the real bottlenecks.

By Sofiah Nichole Salivio • 4 min read • Today

Data Analytics

Why seamless Middle East 2026 should be on every commerce leader's calendar

Rapid growth in Gulf digital commerce is pushing fraud, data quality and compliance issues to the top of leaders' agendas.

By Bobby Joseph • 5 min read • Yesterday

Digital Transformation

AI shifts from novelty to infrastructure, firms say

Firms say the bigger payoff now lies in embedding AI into logistics, security and data systems, while poor governance leaves firms exposed.

By Sofiah Nichole Salivio • 4 min read • Yesterday

Data governance

Google Cloud tests AI agents with ambiguity-based benchmarks

A single benchmark score may be hiding sharp failures when users phrase data queries more vaguely, Google Cloud says.

By Mark Tarre • 4 min read • 2 days ago

Data Protection

Why data governance use cases fail without accurate data

Enterprises risk wasted spending and bad decisions because governance frameworks cannot fix inaccurate data already in their systems.

By Edmund Ng • 5 min read • Last week

Phishing

Why financial services now leads email deliverability

Strict compliance has helped banks and insurers outperform retail on inbox placement, as cleaner data now drives better delivery rates.

By Bobby Joseph • 5 min read • Last week

Customer Relationship Management

Why Customer 360 initiatives fail to deliver ROI

Poor data quality, not platform failure, is usually why Customer 360 programmes miss expected returns and erode trust across teams.

By Edmund Ng • 6 min read • Last week

Digital Transformation

UK mid-market AI pilots stall despite high confidence

Weak data and governance are leaving most UK mid-market AI projects stuck in pilots, despite 91% of firms saying they are ready to scale.

By Joseph Gabriel Lagonsin • 4 min read • Last week

Robotics

CUBIG wins Gartner recognition for agentic AI tools

Gartner's latest reports flag data governance as a barrier to production AI, after CUBIG was named a Sample Provider and Tech Innovator.

By Sofiah Nichole Salivio • 4 min read • Last week

Digital Transformation

Whatfix partners with PTC on PLM software adoption

Manufacturers could cut PLM training and support costs as the deal embeds in-app guidance and analytics into Windchill workflows.

By Sean Mitchell • 4 min read • Last week

Hybrid Cloud

Infoblox to buy Kentik in network observability push

The deal could give enterprises a fuller view of hybrid networks as AI-driven operations and security tools demand cleaner traffic data.

By Mark Tarre • 4 min read • Last week

Digital Transformation

Procurement blocks AI adoption for 84% of Australian CEOs

Poor data and supply chain fragility are slowing AI rollouts, with most Australian chief executives saying procurement is holding back adoption.

By Sean Mitchell • 4 min read • Last week

Stories from Other Regions

Data Quality stories

Digital Transformation

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.

By Sofiah Nichole Salivio • 4 min read • Today