Data Quality stories
Pressure to ship faster is leaving most firms exposed, with AI-generated code now outpacing testing and lifting quality risks across industries.
Businesses can now feed governed enterprise data into Snowflake AI workflows in real time, cutting the gap between insight and action.
The deal gives finance teams a way to automate revenue recognition and reconciliation as businesses seek cleaner books and faster closes.
Routine analytics work is being shifted from data scientists as Anthropic says Claude now handles most queries with about 95% accuracy overall.
Poor data quality is forcing finance teams to seek more traceable inputs for AI and reporting as OneStream adds a Snowflake link.
The new feature is meant to curb conflicting AI and analytics outputs by keeping business terms and metrics in one governed layer across platforms.
Many finance chiefs still struggle to shape strategy, as EY found only a quarter lead investment calls and few are seen as value partners.
Trusted data signals are being pushed into AI workflows as Ataccama deepens its Snowflake links and targets governance gaps across enterprises.
Finance teams can query verified credit and ownership data in ChatGPT, as Dun & Bradstreet pushes its commercial graph into AI workflows.
It aims to cut alert fatigue and speed investigations by using network data to prioritise issues and automate routine remediation for IT teams.
Only 31% of UK finance chiefs are leading long-term investment calls, leaving strategy, AI adoption and investor messaging underpowered.
UK retailers face a bigger test than chatbot quality, as AI assistants will favour stores with accurate data, stock and trust.
More than half of UK organisations say digital transformation projects overrun, as competing priorities and integration hurdles keep delaying delivery.
The London-based AI data start-up has won support as demand grows for specialist training datasets for reasoning-heavy models.
Higher budgets have not sped delivery, with most UK digital transformation programmes running late as implementation issues bite.
Most Australian healthcare providers are stuck in pilot mode as weak data, governance and operating models limit wider AI rollout.
Bad data is costing Australian firms about AUD A$493,000 a year and slowing decisions in mid-sized businesses.
Stable store links could help grocers curb outages, prioritise tills and gather data across sites as Cellhub rolls out a 5G managed service.
Pension schemes face tighter scrutiny as reform-driven data growth makes AI oversight, accountability and human intervention more urgent.
Professional services firms may recover unbilled work as two software providers link planning data with automated tracking to curb margin loss.
