Retrieval Augmented Generation (RAG) stories

Progress predicts 2026 will mark a shift from AI pilots to orchestrated, governed platforms, widening the gap between leaders and laggards.

iManage predicts 2026 will bring an agentic AI reality check, routine hallucination risk management and machine-led data restructuring.

UBC teams with Vancouver startup Caseway on a court-trained legal AI, aiming to curb hallucinations and widen access to justice in Canada.

Canadian start-up Formic AI launches Boreal, an explainable language model promising verifiable, audit-ready outputs for cautious enterprises.

Publishers are racing to defend web content as AI bots scrape sites at scale, driving up costs and eroding control over digital value.

AI agents are set to strain data, security and talent in 2026, as enterprises bet on a few core frameworks and brace for identity attacks.

Christchurch-built AI platform Caitlyn stars at AWS re:Invent, showcasing secure, explainable enterprise search for sensitive data.

Orq.ai secures EUR €5m seed funding to scale its enterprise AI agent control platform across Europe and North America.

Amazon Web Services launches Amazon S3 Vectors with 40x more scale, faster queries, and up to 90% cost savings for vast AI vector data storage.

Nearly 75% of Australian firms plan to increase GenAI spending despite risks from staff-led, unregulated use of AI tools raising privacy and compliance concerns.

A surge in AI adoption sees 72% of firms integrating AI by 2024; IT leaders share six key lessons for successful journeys and avoiding pitfalls.

AI chatbots are failing to improve customer service as incomplete data and trust issues cause frustration, prompting firms to reintegrate human agents.

Bloomfilter launches the Celonis Agent Miner app to help businesses integrate and optimise AI agents working alongside human staff in daily workflows.

Cloudera’s AI strategy overcomes legacy system challenges, helping clients like an oil giant save USD $1 billion and transform enterprise data use.

MongoDB has expanded AI search tools to on-premises users and launched AMP platform to speed legacy system modernisation with AI-powered automation.

AI bots now generate up to 80% of web traffic on some sites, raising major risks for digital businesses over infrastructure strain and content control.

In 2023, Australian investors lost AUD $8 million to deepfake scams; 20% of businesses faced such attacks, prompting enhanced AI-driven cybersecurity measures.

Only 30% of firms are ready to scale AI despite 71% piloting technologies and 89% planning to boost AI investments in 2025, a global study reveals.

Real-time data access is essential for AI-driven agility, as Denodo reveals how virtualisation boosts speed and governance in enterprise systems.

Denodo launches DeepQuery, offering businesses AI that delivers explainable insights from live, governed data across multiple sources in minutes.