Data management stories
Industrial operators may get faster AI access to plant and business data, as the deal avoids copying information into separate systems.
Most manufacturers now see digital tools as necessary to stay competitive, but data use gaps, cyber risk and skills shortages remain.
Many projects remain stuck at proof of concept as businesses wrestle with data governance, security and agent oversight before scaling AI.
Poor data is costing firms millions, making record matching vital for cleaner datasets, better decisions and lower compliance risk.
Enterprises that fail to embed AI into workflows risk being outpaced by rivals already turning pilots into real business gains.
Poor data governance and recovery gaps are undermining AI roll-outs, even as 97% of enterprises have deployed or are piloting agents.
Boards face higher compliance costs and AI project failures as data management shifts from housekeeping to a core enterprise risk in 2026-2027.
Poor data quality has been slowing enterprise AI roll-outs, prompting Denodo to link live governed data to AWS agentic tools across multiple services.
Partners selling Dell's focus products will get quicker rebates and real-time pricing as the company moves to simplify AI dealmaking.
Better managed data can lift returns on big transformation programmes, with a Forrester study finding major efficiency gains and lower costs.
Only 42% of organisations are data mature, leaving many unable to turn AI pilots into reliable enterprise-wide returns.
Nearly half of finance teams are now using AI to manage databases, but weak governance is leaving them exposed to audit scrutiny.
Audit demands are exposing gaps in governance as finance firms juggle hybrid databases, multiple platforms and growing AI use.
Rising virtual machine estates on Red Hat OpenShift are driving demand for faster backups and more predictable recovery across hybrid cloud setups.
UK businesses struggling to deploy AI may gain a new data layer as the South Korean firm targets regulated sectors after Series A funding.
Regulatory sandboxes could help firms move AI systems from pilot to wider use as ministers seek to overhaul outdated rules.
Australian government agencies can now use Snowflake on Google Cloud in Melbourne for PROTECTED workloads, broadening cloud choice and assurance.
The retailer says its three-month overhaul will cut integration costs and help it scale marketplaces and AI plans as legacy systems weigh on growth.
Assurance-ready firms are pulling ahead as finance teams face rising scrutiny over AI results, with active use now at 75% globally.
New reporting and data rules under the Pension Schemes Act are expected to force providers to adopt more AI and unified systems.