Data Quality stories
International buyers will judge Chinese healthcare data vendors on provenance, privacy and auditability, not low prices, as trust becomes the real test.
Businesses using HubSpot can now trigger and log personalised SMS within existing workflows, reducing manual handling across sales, marketing and service teams.
Outdated records can delay tax notices, benefits and emergency alerts, while also increasing fraud and compliance risks across public services.
Poor member records could blunt insurers' AI gains, leaving group protection providers unable to improve underwriting, claims or service consistently.
Poor data can undermine compliance, fraud detection and reporting, making strong governance essential for banks handling sensitive customer records.
Boards will face rising data bills as AI boosts compute demand and forces firms to cut duplication, govern meaning and trust one source of truth.
Brands will need cleaner data and tighter AI governance to avoid tone-deaf offers and ensure customer decisions still reflect human judgement.
Concerns that AI will wipe out software-as-a-service providers are easing as firms use it to improve products, workflows and margins.
New research suggests finance chiefs are being held to account for strategy while lacking the authority to deliver it, with only 55% reporting high control.
Accuracy can still slip when similar records are nearby, leaving AI systems to answer from the wrong source despite finding the right document.
Without stronger governance and clear accountability, most AI pilots will struggle to reach production or deliver real business value.
The gap between workplace AI use and employer oversight is widening, with a Personio survey finding 26% of UK staff use it without permission.
The first Gartner Magic Quadrant for product information management could boost buyer confidence as retailers race to keep product data accurate across channels.
Only 8% of data and AI leaders said their information was ready for scale, as weak governance and skills gaps held back adoption.
Poor-quality records can undermine compliance, slow onboarding and weaken fraud checks, making robust data governance essential for banks.
Most UK marketing leaders fear their data strategies may soon fail as cookies fade and audience-targeting accuracy comes under pressure.
Process safety teams can save time on hazard reviews, but flawed data and false confidence mean engineers must still make the final call.
Enterprises could cut misleading AI replies as the beta tool checks conflicting product and customer knowledge before answers reach users.
Mobile verification can cut onboarding friction for banks while strengthening fraud checks and compliance as customers expect account opening in minutes.
The renewal gives Jaguar Land Rover continued access to Aiimi's Workplace AI platform as manufacturers seek better control of legacy data before wider AI rollouts.