Data management stories
Only 28% of enterprises have moved at least 40% of their AI pilots into production, according to Deloitte research cited by Cloudera.
Many ANZ firms lack the data governance and integration needed to prove AI is lifting productivity, costs or customer experience.
Private markets firms can now link Claude and ChatGPT to Allvue data and workflows, cutting manual processing across credit and fund administration.
It aims to help enterprises run thousands of short-lived AI agents securely while keeping their state, costs and decisions auditable after shutdown.
Most organisations are still losing time on manual data prep and siloed records, with 86% reporting AI disruption in the past year.
The acquisition gives enterprises extra controls to stop bad data from skewing AI outputs and automated actions at scale.
Poor customer records can disrupt orders, marketing and service just as Black Friday and Cyber Monday traffic peaks across eCommerce sites.
The hire underscores Cohesity's push to deepen its channel reach across APJ as customers demand stronger cyber resilience and data security.
Banks could cut reconciliation setup time sharply as Gresham's new AI interface lets business users build controls without specialist support.
The investment follows years of production use and has already helped 42dot halve storage needs while keeping autonomous driving work within existing data centre capacity.
AI pilots are stalling because weak data quality and unclear ownership keep organisations from turning governance spend into measurable gains.
Despite weak data foundations, 65 per cent of local organisations are already running AI projects, while many cannot measure success effectively.
The update gives customers broader controls, governance and data context for AI agents, while extending SAP's tools into enterprise and space use.
Fragmented cloud setups are undermining compliance and collaboration, pushing firms to protect data use rather than simply its location.
That shortfall is already hitting projects, with 37% of firms pausing, scaling back or abandoning AI initiatives because of poor data quality or availability.
Only 28% of firms in Komprise's survey have measured AI returns, despite 68% saying their organisations are already maturing or mature in AI.
The funding will help Tamr speed up development of agentic features as enterprises struggle to make fragmented records usable for AI systems.
The move should help Safran Electronics & Defence Australasia tighten design control and traceability as Australia pushes for more sovereign defence capability.
Poor customer records are distorting Gen Z marketing in Australia, driving wasted messages, failed deliveries and weaker segmentation.
The overhaul aims to replace ageing systems, improve cyber security and help staff cut duplication while keeping services running.