Data Quality stories
Firms say the bigger payoff now lies in embedding AI into logistics, security and data systems, while poor governance leaves firms exposed.
A single benchmark score may be hiding sharp failures when users phrase data queries more vaguely, Google Cloud says.
Enterprises risk wasted spending and bad decisions because governance frameworks cannot fix inaccurate data already in their systems.
Strict compliance has helped banks and insurers outperform retail on inbox placement, as cleaner data now drives better delivery rates.
Poor data quality, not platform failure, is usually why Customer 360 programmes miss expected returns and erode trust across teams.
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.
Gartner's latest reports flag data governance as a barrier to production AI, after CUBIG was named a Sample Provider and Tech Innovator.
Manufacturers could cut PLM training and support costs as the deal embeds in-app guidance and analytics into Windchill workflows.
The deal could give enterprises a fuller view of hybrid networks as AI-driven operations and security tools demand cleaner traffic data.
Poor data and supply chain fragility are slowing AI rollouts, with most Australian chief executives saying procurement is holding back adoption.
The recognition underscores how governed customer data is becoming essential as marketers shift toward real-time decisions and AI-driven personalisation.
Poor data quality is now a business risk for Chief Data Officers, undermining AI, customer service and compliance across the enterprise.
Procurement teams risk 17-month delays and failed builds if they try to create sourcing AI in-house, the white paper warns.
Buyers are spending most of the journey before sales speak, forcing marketers to rethink funnels and how they prove return on investment.
The layer is designed to stop AI misreading marketing shifts, after many pilots fail because systems lack business context and governance.
Product data teams can now oversee AI agents in Akeneo's cloud, reducing manual catalogue work and tightening control over approvals.
Half of Australians now use generative AI, giving brands less than two years to shape how systems describe them to customers.
A new survey shows Singapore businesses are more prepared than peers to absorb supply shocks, with 23% able to run for up to six months.
Investors now judge private equity targets by how AI could erode margins, weaken moats or lift pricing, not just technical novelty.
Bad contact data is costing large Australian organisations hundreds of thousands of dollars a year through delayed payments, fraud risk and wasted spend.
