Data Quality stories
Poor data governance is slowing AI adoption in marketing, with only 35% willing to share unverified machine-generated insights, Adverity found.
Most losses now stem from weak customer and employee awareness, even as banks pour more money into technology and still struggle to keep pace.
Finance teams on Google Workspace can now keep reports and forecasts governed in one data layer without leaving Sheets.
A lack of AI policies is leaving many staff afraid to use the tools safely, as 83% worry a mistake could cost them their jobs.
Unverified AI outputs can quietly drive failed deliveries, compliance noise and customer-record errors across Asia Pacific businesses.
The new software aims to curb token waste and improve answer quality as enterprises connect AI models to sprawling, unstructured file stores.
Tender-bidding businesses could see faster results as Lucius AI says its move to AlloyDB cut semantic search latency from 1.14 seconds to 24 milliseconds.
Large enterprises can now build governed AI on fragmented data without moving it, as Acceldata targets regulated sectors with xFactory.
APAC firms face tougher onboarding, fraud and compliance demands as buyers increasingly expect B2B transactions to be as seamless as retail.
AI agents could soon handle shopping, payments and support in the background, forcing businesses to strengthen trust as screens fade from view.
Merchants could gain more visibility in AI search and recommendation results as Commerce's new enrichment tools restructure catalogue data for machines.
Banks and insurers are leaning on integrated risk tools as SAS extends its Top 10 run to 22 years and ranks third overall.
Europe's enterprise AI debate will centre on data sovereignty and governance as banks, drugmakers and universities gather in London.
University support could become easier as TechnologyOne rolls out a conversational AI agent linking students to enrolment, resources and tasks.
The fresh capital will help the London-based AI data company hire, deepen its digital twin network and push further into the US market.
Rising storage and ingestion bills are pushing security teams to trim telemetry before it reaches analytics, as AI swells data volumes.
Retailers risk weaker personalisation and wasted spend this peak season unless customer data is cleaned up before AI systems are switched on.
Record investment is following better disclosure, with India and Vietnam drawing USD $12 billion as Asia Pacific drives transparency gains.
Marketers can now clean and activate customer records inside Snowflake, cutting data movement and tightening privacy controls.
Only 9% of Australian organisations can fully trace AI behaviour in production, leaving boards exposed as systems move into live use.