Data Quality stories
Private equity-backed businesses are adopting paid AI tools faster than the wider market, yet still lag venture-funded peers on full rollout.
Brands may need to adapt review content for AI search, as Bazaarvoice’s new API makes user-generated ratings crawlable for recommendation engines.
Trusted data can cut fraud, speed onboarding and reduce manual reviews as banks try to balance customer ease with tighter controls.
Mid-sized Shopify brands can now beat bigger rivals in AI shopping results if their product data is clearer, not louder.
Enterprises scaling AI are finding that reliable, real-time data pipelines and governance now matter more than model choice for ROI and control.
As generative tools displace search, the partnership will test how AI datasets are priced and how platforms can balance advertising with subscriptions.
IT teams could spot outage risks sooner as Freshservice now continuously maps cloud, hybrid and on-premises assets and dependencies.
Many organisations in Australia and New Zealand are still waiting for AI to pay off, as 77% of CFOs report no meaningful return yet.
Despite recession fears, most global leaders plan to keep AI spending high, with average budgets set at USD $186 million over the next year.
Existing clients will see little immediate change, as the platform remains separate and supports more than 150 financial institutions.
Live project data has helped the telecoms infrastructure company cut spreadsheet use and improve gross margins by several points.
Poor mobile data quality can cost retailers deliveries, revenue and loyalty as shoppers switch devices and systems leave records incomplete.
More teams can now track database change risk and audit evidence in one place as Liquibase adds AI analysis and workflow connectors.
Many UK organisations still cannot prove they can restore vital systems quickly if ransomware, cloud outages or device failures strike.
Compliance teams face a 2026 squeeze as new UK, EU and Asia-Pacific rules force faster disclosure changes and tighter AI oversight.
Projects are being told to pause unless they can prove a problem is suitable for AI, as Canada tightens early-stage checks on spending.
Irish consumers are losing 284 million hours a year to poor service, as weak systems and low empathy leave firms at risk of defections.
UK firms are still manually fixing flawed datasets before decisions, with weak ownership and data culture now seen as bigger risks than technology.
Shoppers are abandoning purchases and sending goods back as missing or inaccurate details undermine confidence, according to new Akeneo research.
KPMG Canada urges tech chiefs to sharpen data, AI and cloud execution as a survey of 150 executives flags gaps in scaling and returns.