SecurityBrief US - Technology news for CISOs & cybersecurity decision-makers

Machine learning (ML) stories

A subset of Artificial Intelligence, Machine Learning describes the process by which a computer is ‘trained’ to recognise and react to inputs or situations without being explicitly told what those reactions should be. Applied ML in business is referred to as ‘predictive analytics’ because the analytics software is trained to respond to incoming data and provide adaptive insights. ML is among the techniques being used in pursuit of AI mimicking the human brain.
Enterprise it control room safe ai governed releases dashboards

Tricentis unveils agentic AI Workspace for safer releases

Today
#
devops
#
digital transformation
#
application security
Tricentis launches AI Workspace, an agentic quality platform to speed enterprise releases while tightening governance and risk controls.
Modern cybersecurity ops center screens threat graphs global defense

Qevlar AI raises USD $30m to expand autonomous AI SOC

Today
#
digital transformation
#
soc
#
rpa
Qevlar AI secures USD $30m led by Partech and Forgepoint to grow its autonomous AI SOC and shift from alert triage to insight-driven defence.
Secure datacenter cloud ai shield zero day threat detection

OPSWAT unveils MetaDefender Aether for AI-era threats

Today
#
storage
#
firewalls
#
data protection
OPSWAT launches MetaDefender Aether, an AI-native perimeter engine promising 99.9% zero-day detection with a single high-confidence verdict.
Interlocking clouds laptop product grid real time data integration

Syndigo buys Taggstar to boost real-time retail messaging

Today
#
devops
#
digital transformation
#
cx
Syndigo has snapped up Taggstar, folding its real-time social proof messaging into a wider product data cloud for retailers and brands.
Global legal ai scale us asia pacific map digital expansion funding

Legora raises USD $550m to fuel US & APAC AI growth

Today
#
saas
#
digital transformation
#
erp
Legal AI platform Legora raises USD $550m at a USD $5.55bn valuation to speed expansion across the US and wider Asia-Pacific markets.
Hybrid cloud network stolen digital identity glowing key figure

Google report warns identity is weak link in cloud

Today
#
malware
#
ransomware
#
hybrid cloud
Attackers are ditching malware for stolen identities, misconfigurations and abused AI tools, Google warns in its latest cloud threat report.
Podcast mic headphones data streams privacy fraud security

Melissa podcast probes data quality, risk & identity

Today
#
data analytics
#
digital transformation
#
cx
Data specialist Melissa debuts a podcast probing how flawed customer and identity data fuels risk, fraud and compliance headaches.
Modern soc with ai cloud shield and hybrid endpoint protection

Fortinet unveils AI-driven cloud SOC & endpoint revamp

Today
#
firewalls
#
endpoint protection
#
hybrid cloud
Fortinet debuts cloud SOC preview and unified FortiEndpoint as it leans on agentic AI to automate security ops and cut endpoint sprawl.
Adobe remove bg ai assisted

Adobe adds conversational AI tools to Photoshop, Firefly

Today
#
martech
#
rpa
#
erp
Adobe is baking chat-style AI assistants into Photoshop and Firefly, letting users edit and generate images simply by describing changes.
Global financial district flooded 3d terrain map overlay blues

Fathom deepens AXA Climate tie-up for flood risk data

Today
#
supply chain
#
risk & compliance
#
ai
Fathom has deepened its partnership with AXA Climate's Altitude platform to embed richer probabilistic flood and terrain data for investors.
Ps stephen deasy chief technology officer at confluent  1

Confluent says data streaming will enable faster, better decisions

Today
#
data protection
#
data analytics
#
digital transformation
Confluent says organisations must shift to governed data streaming, with AI agents making millisecond decisions at scale.
Modern soc with analysts monitors network graphs threat alerts

Fortinet unveils AI-driven FortiSOC for unified SOC ops

Today
#
firewalls
#
endpoint protection
#
hybrid cloud
Fortinet unveils FortiSOC cloud SOC and wider FortiAI automation to unify security ops, tackle AI-driven threats and cut tool sprawl.
Cybersecurity analyst soc offline file risk red alert monitor

Glasswall unveils Foresight AI for offline file threat risk

Today
#
malware
#
firewalls
#
network security
Glasswall launches Foresight AI, scoring file-borne threat risk from CDR telemetry to help security teams prioritise offline investigations.
2.24 scaled

ABB & Nvidia link RobotStudio with Omniverse AI sim

Today
#
robots
#
uc
#
manufacturing
ABB and Nvidia will embed Omniverse into RobotStudio, launching HyperReality in 2026 to narrow the sim-to-real gap in factory robotics.
Email attachment20260311 458256 81iroi

MIT & Mecalux unveil AI tool to optimise warehouses

Today
#
data analytics
#
martech
#
supply chain
MIT and Mecalux have launched GENESIS, an AI-powered simulator to cut logistics costs by optimising multi-warehouse inventory planning.
Bank data center ai brain automated data lineage governance net

Solidatus unveils AI assistant to automate data lineage

Today
#
saas
#
data protection
#
digital transformation
Solidatus launches AI Lineage Assistant to automate complex data mapping for regulated firms under mounting traceability and audit pressure.
Canada ai startup seedlings network cloud hub health finance ag

Google backs 14 Canadian AI startups in new cohort

Today
#
agricultural technology
#
data protection
#
smart cities
Google has picked 14 Canadian AI startups for its latest accelerator cohort, spanning healthcare, finance, industry and agriculture.
Jf colour

The supply chains seeing real AI returns have one thing in common

Yesterday
#
data analytics
#
digital transformation
#
commerce systems
Supply chains gaining real AI returns share one trait: live, shared trade data that turns fragmented logistics into real‑time decisions.
Global ecommerce puzzle integration shopping email world map art

Shopify, Klaviyo deepen tie-up for global eCommerce

Yesterday
#
crm
#
digital transformation
#
cx
Shopify and Klaviyo deepen their partnership with a new integration to power more localised, cross-border eCommerce for global brands.
Pell1 d3a0530 1 copy 2

Elastic says AI search & context now decide customer loyalty

Yesterday
#
hybrid cloud
#
data analytics
#
digital transformation
Elastic argues that in an AI-obsessed market, robust search across messy data is the real foundation of trustworthy, profitable experiences.