Unstructured data stories
The ranking underscores rising demand for governed data access as businesses adapt their systems to support AI workloads and automation.
Teams can now analyse images, video and documents in BigQuery without moving them out of Cloud Storage, cutting context loss and extra pipelines.
Enterprises can now add generative AI to Vantage workflows as ABBYY targets harder-to-read documents while keeping data within its hosted environment.
Gemini Enterprise users can analyse surveys, reviews and social posts without leaving their existing workflows, as Sprinklr expands access to its feedback tools.
The tie-up could help enterprise AI tools reach live data more securely, while Zetaris claims its cloud service may cut total cost of ownership by up to 67%.
Most organisations are still losing time on manual data prep and siloed records, with 86% reporting AI disruption in the past year.
AI pilots are stalling because weak data quality and unclear ownership keep organisations from turning governance spend into measurable gains.
The platform is designed to help firms expose and protect sensitive data as AI assistants and machine identities widen access paths across systems.
Finance teams can now reconcile millions of invoices in BigQuery without code, as Alteryx keeps PDFs in Google Cloud Storage and flags duplicates.
The new platform aims to let businesses deploy AI agents on sensitive records without losing control over access, context or governance.
The new features aim to help enterprises govern data better and move AI agents into production while keeping sensitive records in their own data centres.
Active data makes up just 4.4% of enterprise storage, raising costs, security exposure and AI search quality concerns for firms.
The new software aims to curb token waste and improve answer quality as enterprises connect AI models to sprawling, unstructured file stores.
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.
Only 28% of firms in Komprise's survey have measured AI returns, despite 68% saying their organisations are already maturing or mature in AI.
Manufacturers and distributors could cut manual rekeying as Conexiom lets developers embed order and invoice automation into existing systems.
Governments and regulated industries can now run sensitive AI workloads in fully isolated environments without public internet access, Teradata said.
Enterprises struggling to move AI projects into production can now get CTERA engineers embedded with their teams to prepare data and build workflows safely.
Businesses could reduce storage bills as CTERA's new tool flags inactive files for archiving while keeping them available for AI and analytics.
Already in use across more than 1,000 engagements, the system aims to speed up diligence and integration while keeping deal data ringfenced.