CMOtech UK - Technology news for CMOs & marketing decision-makers
United Kingdom

Retrieval Augmented Generation (RAG) Stories

UK Stories

Retrieval Augmented Generation (RAG) stories

Global Stories

Retrieval Augmented Generation (RAG) stories

Google Cloud & Box add Gemini to multimodal search
Software-as-a-Service

Google Cloud & Box add Gemini to multimodal search

Businesses will be able to search charts, tables and images in Box content using Gemini Multimodal Embeddings 2, reducing missed context in files.

By Sean Mitchell • 4 min read • Last week
MongoDB adds AI retrieval tools for live Atlas data
AIOps

MongoDB adds AI retrieval tools for live Atlas data

Developers will be able to build AI agents on live production data without separate vector stores or synchronisation overhead.

By Joseph Gabriel Lagonsin • 5 min read • This month
MongoDB adds AI retrieval tools to Atlas platform
DevOps

MongoDB adds AI retrieval tools to Atlas platform

Developers can now query live Atlas data from ChatGPT, Claude and coding agents, cutting setup work and reducing stale AI responses.

By Joseph Gabriel Lagonsin • 6 min read • This month
When AI memory, simulation and provenance collide
Security Information and Event Management

When AI memory, simulation and provenance collide

Realistic-looking security evidence can be fabricated when memory, simulation and model hallucinations blur provenance in AI workflows.

By Arjun • 5 min read • This month
AWS adds Bedrock web search & DynamoDB vector search
DevOps

AWS adds Bedrock web search & DynamoDB vector search

Customers can now build AI apps with live web data and vector search in one AWS stack, reducing database sprawl and latency.

By Sean Mitchell • 4 min read • This month
Rinnai Australia cuts service times with Oracle AI
Manufacturing

Rinnai Australia cuts service times with Oracle AI

Customer enquiries are now being answered up to 35% faster as Rinnai Australia uses Oracle AI to ease pressure on its call centre.

By Joseph Gabriel Lagonsin • 3 min read • This month
Google adds BigQuery search tools for unstructured data
Data Analytics

Google adds BigQuery search tools for unstructured data

Customers can now keep document search and embedding work inside BigQuery, as Google rolls out AI search tools to cut extra pipelines and indexes.

By Sean Mitchell • 4 min read • This month
SlateWorks wins ABBYY hackathon with mortgage auditor
Manufacturing

SlateWorks wins ABBYY hackathon with mortgage auditor

Mortgage file reviews could be cut to minutes after SlateWorks' AI auditor beat 25 teams in ABBYY's Bangalore hackathon.

By Joseph Gabriel Lagonsin • 4 min read • This month
AWS adds vector search to DynamoDB for AI retrieval
Application Programming Interface

AWS adds vector search to DynamoDB for AI retrieval

Businesses can now keep AI retrieval and live app data in one place, as the service cuts data copying and extra sync pipelines.

By Sean Mitchell • 4 min read • This month
OpenSearch 3.8 boosts vector search & observability
AIOps

OpenSearch 3.8 boosts vector search & observability

Up to 4.16 times faster vector ingestion could help OpenSearch customers cut AI search latency and reduce storage overhead.

By Joseph Gabriel Lagonsin • 5 min read • This month
Sandisk unveils NAND technologies for AI inference
Semiconductors

Sandisk unveils NAND technologies for AI inference

AI operators could cut data-centre costs and power use as Sandisk positions flash memory for longer-context inference workloads.

By Joseph Gabriel Lagonsin • 4 min read • This month
Target rebuilds product discovery on Google Cloud Spanner
Customer Experience

Target rebuilds product discovery on Google Cloud Spanner

The retailer said the overhaul cut infrastructure maintenance by 50% and improved product recommendations, ratings and Gift Finder responses.

By Sean Mitchell • 3 min read • This month
SlateWorks wins ABBYY hackathon with mortgage AI tool
Manufacturing

SlateWorks wins ABBYY hackathon with mortgage AI tool

Mortgage lenders could soon automate file checks more quickly as SlateWorks' award-winning AI targets compliance-heavy reviews still done manually.

By Sofiah Nichole Salivio • 4 min read • This month
MedPlanner adds personalised health tools to AskHEMI
Data Privacy

MedPlanner adds personalised health tools to AskHEMI

Free updates let AskHEMI users upload test results and prescriptions, while medication reminders aim to improve day-to-day treatment adherence.

By Sean Mitchell • 3 min read • This month
Acalvio launches AI deception guardrails for agents
Cloud Security

Acalvio launches AI deception guardrails for agents

Security teams may get earlier warning of hijacked AI agents as fake credentials and decoy tools are planted to expose misuse.

By Joseph Gabriel Lagonsin • 4 min read • Last month
Liner launches AI finance research tool for retail investors
Fintech

Liner launches AI finance research tool for retail investors

Retail investors now have access to structured company research built from filings, market data and news, with reports refreshed every 20 minutes.

By Sean Mitchell • 3 min read • Last month

Stories from Other Regions

Retrieval Augmented Generation (RAG) stories

Backbase banking AI beats GPT-4.1 in live deployment
Fintech

Backbase banking AI beats GPT-4.1 in live deployment

In a seven-month test, the specialist model answered more banking queries than GPT-4.1 while refusing uncertain prompts less often than expected.

By Karen Joy Bacudo • 4 min read • Last month