Data Quality stories
A lack of live data infrastructure is leaving most Australian IT leaders unable to scale AI, according to new research from Confluent.
The appointments underline a push to turn in-house AI trials into customer services, with governance and reliability now central to growth.
One in three firms overshot AI budgets last year, yet only 8% track revenue or productivity gains, exposing weak returns.
Most organisations are exposed to AI security breaches, with AvePoint finding 88.4% suffered at least one incident in the past year.
Fund managers could cut compliance review times sharply as Alpha FMC says its AI engine checked documents faster and more accurately than humans.
The ranking bolsters Looker as Google pushes AI-driven analytics, with buyers weighing governance and trusted data more heavily than dashboards.
More firms are using AI daily, but AvePoint found unauthorised access incidents remain widespread as governance trails behind adoption.
Poor-quality data can derail AI projects, leaving businesses with biased predictions, weak insights and higher compliance risk.
The fresh capital gives the automotive software firm room to scale in the US, where repair delays and manual processes still add costly friction.
The fresh capital will fund platform upgrades and expansion as large enterprises demand cleaner supplier data for compliance, risk and automation.
Most enterprises still struggle to turn AI pilots into profit, with just 23 per cent able to link initiatives to higher revenue or lower costs.
The overhaul gives more than 18,000 vendors a single governed record, cutting duplicate compliance checks and manual re-keying across systems.
Banks and fintechs could cut onboarding delays as a single workflow now joins customer identity checks with real-time business verification.
Providers now face a test of service quality as pension dashboard use could trigger more member enquiries and expose data gaps.
Enterprise users can cut costs and errors by matching AI to the task, as foundation models still struggle with repeatable workflows.
Better data quality and staff trust are at the heart of CortexForge's push to make workplace software feel more like the jobs it supports.
The cloud migration should cut system overhead and give staff faster access to information as Unison modernises back-office operations across its network.
The appointment brings continuity as Gresham integrates its recent acquisition and reshapes leadership around financial services data management.
Poor data quality is holding back AI projects at UK professional services firms, with 34% of senior leaders calling it the main barrier.
Firms face fresh compliance and dispatch risks as GSTN's e-Way Bill overhaul adds mandatory Ship To GSTIN checks from 1 August 2026.