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Media company covering where computer science meets social science; extracting the signal from the noise
Clarvos Unveils AI-Driven Workflow Platform to Streamline Marketing for Smaller Businesses
Marketing tech startup Clarvos LLC launched an early‑access AI‑driven workflow platform aimed at small and midsized businesses. The agentic system integrates audience discovery, creative generation and multi‑platform campaign execution across Google, Meta and TikTok, allowing users to move from concept to live campaign in minutes. Clarvos claims the platform can cut launch time from weeks to minutes and lower the cost of managing multiple marketing tools by up to 90 percent. The solution targets industries such as retail, CPG, automotive and local services where marketing resources are limited.
ZeroEyes Expands AI-Based Threat Detection Into the Physical Realm to Secure Public Spaces
ZeroEyes, known for AI gun detection, has broadened its platform to include knife detection, non‑invasive suspect tracking, and a suite of analytics tools for public‑space security. The system can spot blades as short as six inches and follow individuals across...
Celigo Lets Business Users Build and Govern AI-Driven Workflows
Celigo introduced Celigo Ora, a natural‑language interface, and Agent Builder, a low‑code tool, enabling non‑technical users to create and govern AI‑driven workflows. Powered by specialized AI agents and the Model Context Protocol, the platform lets users design, modify, and troubleshoot...
Alien Raises $7.1M to Build Identity Infrastructure for Humans and AI Agents
Alien, a startup focused on trust infrastructure for the emerging agentic economy, announced a $7.1 million pre‑seed round led by Initialized Capital and other investors. The company’s app verifies users through temporary facial recognition and continuous social‑graph analysis, issuing an Alien ID...
Sona Raises $45M to Help Businesses Manage Frontline Operations with AI
Sona Technologies announced a $45 million Series B funding round led by N47, bringing its total capital to over $100 million. The AI platform modernizes frontline labor management by forecasting schedules, weather, traffic and worker availability. New capital will accelerate U.S. market expansion...
Exabeam Expands Agent Behavior Analytics to Secure AI Agents Across ChatGPT, Copilot and Gemini
Exabeam announced an expansion of its Agent Behavior Analytics platform to monitor AI agents in ChatGPT, Microsoft Copilot, and Google Gemini. The new suite creates dynamic baselines, detects prompt injection and model abuse, and tracks identity, privilege, and lifecycle events...
AI Agents Are About to Overtake Cybersecurity — for Better, or Worse?
At RSAC 2026 the cybersecurity community warned that AI agents are moving from a defensive tool to a primary weapon for attackers. These autonomous agents can hijack identities, rewrite security policies and launch supply‑chain attacks at machine speed, outpacing traditional...
Amid AI Platform Chaos, OpenSearch Cements Itself as an Infrastructure Standard
OpenSearch, the open‑source search and analytics suite, has surpassed 1.4 billion downloads and recently attracted premier members like IBM, signaling its rise as an enterprise‑grade AI data infrastructure. Nvidia highlighted OpenSearch in its GTC keynote as the backbone for its agentic...
AI Agents Are a Critical Component in Closing the Global Cybersecurity Talent Gap, Says Microsoft
Microsoft’s threat‑protection leader says AI agents are essential to bridge the global cybersecurity talent gap, as human analysts cannot keep up with more than 7,000 password attacks per second. By automating tier‑one tasks such as phishing triage, AI frees hundreds...
From Access to Impact: How Merge Forward Is Building a More Inclusive Future for Open Source
The Cloud Native Computing Foundation’s Merge Forward program, launched less than a year ago, now unites seven underrepresented diversity groups and more than 300 engineers. It offers mentorship, proposal workshops, and accessibility sessions to help newcomers make their first open‑source...
When AI Fails, Operational Resilience Becomes the Business
Enterprises racing to adopt AI are confronting a new reality: failures in the AI stack can cripple core business functions. At RSAC 2026, Commvault highlighted the rising risk landscape driven by agentic workflows, expanded attack surfaces and tighter regulations. The company...
Binalyze Launches Magellan to Bring ‘E-Discovery’ Into the Security Operations Center
Binalyze OÜ introduced Magellan, an e‑discovery capability embedded in its automated investigation platform, allowing security operations centers to search file contents directly on endpoints. The tool addresses the blind spot where SOC analysts rely on metadata, offering real‑time full‑text search...
Spotify Built Backstage to Cut Through Developer Noise — Now AI Is Turning up the Volume
Spotify’s internal developer portal, Backstage, has evolved from a spreadsheet‑replacement into a widely adopted platform engineering tool, now powering over 3,000 companies. The portal structures services, ownership, and standards, enabling AI agents to operate effectively across the engineering ecosystem. Spotify’s...
Domo Launches AI Agent Builder with Broad Enterprise Data Connectivity
Domo Inc. announced an AI agent builder that includes a library of enterprise data connectors powered by the Model Context Protocol. The platform lets users design conversational or goal‑oriented agents that can pull internal and external data, automate tasks, and...
Barracuda Expands BarracudaONE Platform and Overhauls Partner Success Program
Barracuda Networks announced a major upgrade to its BarracudaONE platform, adding enhanced email protection for Google Workspace, a broadened SecureEdge Access solution that bundles SASE, zero‑trust, and AI policy controls, and a new AI Security layer that monitors generative‑AI usage...
With $90M in Funding, NoTraffic Will Use AI to End Gridlock in America’s Cities
Mobility startup NoTraffic raised $90 million in a Series C round led by PSG Equity to expand its AI‑driven traffic‑management platform. The system replaces fixed‑timer lights with a real‑time digital network that uses computer‑vision and radar to detect and classify all road...
F5 and Forcepoint Partner to Secure AI Across Data and Runtime Lifecycle
F5 and Forcepoint announced a partnership to secure AI throughout its data and runtime lifecycle. The joint solution merges Forcepoint’s AI‑native data discovery and classification with F5’s AI Red Team and Guardrails features. It enables real‑time vulnerability detection, policy enforcement,...
Exclusive: HG Insights Expands Revenue Growth Intelligence Platform with Agentic Capabilities
HG Insights unveiled its Revenue Growth Intelligence Platform, a unified AI‑driven system that consolidates technographic, buyer‑intent, spend and contact data into a single analytical fabric. The launch includes an early‑access Agent Builder, enabling enterprises to craft custom autonomous AI agents...
Red Hat Sees Inference as AI’s Next Battleground — with Kubernetes at the Core
Red Hat has contributed the open‑source llm‑d project to the Cloud Native Computing Foundation, aiming to make large‑language‑model inference run natively on Kubernetes clusters. The project introduces disaggregated serving, splitting the pre‑fill and decode phases so each can be scaled independently....
Akamai Updates Guardicore Segmentation with AI to Automate Zero-Trust Policy Enforcement
Akamai Technologies unveiled AI‑enhanced capabilities for its Guardicore Segmentation platform, targeting zero‑trust enforcement in hybrid and multicloud environments. The new features continuously discover application behavior, automatically generate enforcement‑ready policies, and simulate impact before rollout. Proof‑driven enforcement and delegated owner workflows...
Broadcom Expands Kubernetes Support with VKS Upgrades, Open-Source Contributions and New Partnerships
Broadcom used KubeCon Europe 2026 to announce major enhancements to its VMware vSphere Kubernetes Service (VKS) and a broader open‑source and partnership strategy. VKS 3.6 now supports Kubernetes 1.35, adds Red Hat Enterprise Linux, and introduces declarative performance‑tuning profiles aimed at...
Edge AI Is Pushing Enterprise Infrastructure Beyond the Cloud and Into Factories, Ships and Stores
Edge AI is moving beyond centralized clouds into factories, ships and stores, driven by new hardware and platform solutions. Zededa unveiled its Edge Intelligence Platform to simplify secure, large‑scale AI deployment at the edge. Nvidia’s IGX Thor processor adds enough...
Dassault’s Pricing Overhaul Weighs on Shares but Signals Long-Term AI Pivot
Dassault Systèmes is overhauling its pricing model, moving from traditional per‑seat licenses to an AI‑driven framework that charges based on usage, knowledge units and delivered outcomes. The shift introduces “units of knowledge,” “units of know‑how” and “units of work,” and...
Texas Instruments Pushes 800V Power Architecture to Tackle AI’s Looming Energy Bottleneck
Texas Instruments announced a push toward 800‑volt power architectures to meet the exploding energy needs of AI‑driven data centers. By moving from legacy 48 V systems to 800 V, TI aims to cut copper usage, lower losses, and improve power density as...
SpecterOps Adds Okta, GitHub and Mac Coverage to BloodHound Enterprise Platform
SpecterOps announced that its BloodHound Enterprise platform now includes coverage for Okta, GitHub and Mac (Jamf) environments, adding OpenGraph extensions to map identity‑based attack paths across hybrid systems. The release introduces privilege‑zone analysis for multi‑tier least‑privilege enforcement, bring‑your‑own‑key encryption support,...
Torq Unveils Agentic Builder to Automate Security Workflows From Natural Language Intent
Torq Ltd. introduced Agentic Builder, an AI‑driven add‑on to its SOC platform that converts plain‑language security intents into fully tested, production‑ready workflows and custom AI agents. The system leverages the Torq Socrates engine for validation and continuous performance monitoring, enabling...
Qualtrics Adds AI-Powered Synthetic Data and Research Tools to Speed Customer Insights
Qualtrics unveiled AI‑driven synthetic consumer panels and a Research Hub at its X4 Experience Management Summit. The synthetic panels, built on a fine‑tuned large language model trained with over 200 million respondents, claim research‑grade accuracy that is twelve times better than...
BusRight Bags $30M to Ensure School Buses Always Arrive, Right on Time
BusRight Inc. announced a $30 million funding round led solely by Volition Capital to accelerate its AI‑driven school‑bus platform. The startup claims its software can rebuild routes in under a minute, dynamically matching driver availability with student demand. Real‑time tracking lets...
Manifold Raises $8M to Secure Autonomous AI Agents on Enterprise Endpoints
Manifold, an AI detection and response startup, announced an $8 million seed round led by Costanoa Ventures to develop its endpoint security platform for autonomous AI agents. The solution monitors agent behavior on employee devices, capturing API calls, file access, and...
Respan Raises $5M to Bring Proactive Observability to AI Agents
Respan announced a $5 million seed round to launch a proactive AI observability platform that includes an automated evaluation agent for prompt updates, alerts, and fix recommendations. The solution is model‑, vendor‑, framework‑, and language‑agnostic, integrating with a few lines of...
NinjaOne Launches AI-Driven Vulnerability Management to Speed Detection and Remediation
NinjaOne unveiled an AI‑driven Vulnerability Management module built directly into its unified endpoint platform. The service delivers real‑time vulnerability assessment, patch confidence scoring and autonomous remediation, aiming to slash mean time to remediate. By operating server‑side, it avoids endpoint performance...
What to Expect During Chainguard Assemble: Join theCUBE on March 19
Chainguard Assemble, livestreamed by theCUBE on March 19, will focus on embedding trust into modern software delivery as supply‑chain risk climbs to a boardroom priority. Research from theCUBE shows 72% of enterprise application teams now rank software supply‑chain risk among...
Exclusive: Panzura Updates Global File System to Cut Storage Costs and Prepare for Agentic AI
Panzura released CloudFS version 8.7, a hybrid‑cloud file platform designed to lower storage infrastructure costs and ready enterprise data for emerging agentic AI workloads. The update introduces adaptive snapshot retention, a unified namespace for AI pipelines, and self‑service admin tools that...
Why Network as a Service Is Gaining Momentum in the Distributed Enterprise
Network as a Service (NaaS) is rapidly becoming a cornerstone for enterprises that operate across hybrid‑cloud, edge, and data‑center environments. Legacy networking gear, designed for static traffic, can’t keep pace with AI‑driven workloads that demand real‑time bandwidth and security. Providers...
Rhoda AI Raises $450M to Build Foundational Robotics Models that Learn From Internet Videos
Palo Alto‑based Rhoda AI announced a $450 million Series A round that lifts its valuation to $1.7 billion. The startup aims to train foundational robotics models using publicly available internet videos, a method it calls Direct Video Action. By supplementing limited robot telemetry...
Atlas Rolls Out Multi-Agent AI System to Automate Game Asset Production
Atlas has launched a multi‑agent AI system within its AI Studio, now available globally on Google Cloud Marketplace. The platform lets developers generate 2D, 3D, textures, environments and full game worlds using natural‑language prompts, while fleets of specialized agents handle...
OneTrust Expands Platform with Real-Time AI Governance and Agent Oversight Capabilities
OneTrust announced new real‑time AI governance capabilities that extend its platform from static compliance checks to continuous monitoring and enforcement. The suite adds AI agent detection, automated inventory, a policy manager with pre‑built standards‑aligned policies, and runtime guardrail enforcement for...
Data Quality Automation Startup Validio Raises $30M
Validio, a Stockholm‑based data‑quality automation startup, secured $30 million in Series A funding, bringing its total capital to $47 million after an 800 % ARR surge last year. The round was led by Plural with participation from Lakestar, J12 and several angels. Validio’s AI‑driven...
Cybersecurity Startup Cylake Launches with $45M to Build AI-Native Data Sovereignty Platform
Cybersecurity startup Cylake announced a $45 million seed round led by Greylock Partners to develop an AI‑native data‑sovereignty platform. Founded by former Palo Alto Networks and SentinelOne executives, the company targets organizations that must keep security data on‑premises or in private...
Samsara Shares Jump After Earnings Beat Expectations, Guidance Tops Forecasts
Samsara Inc. reported a strong fiscal 2026 Q4, posting adjusted EPS of 18 cents and revenue of $444.3 million, both above analyst forecasts. Annual recurring revenue climbed to $1.9 billion, a 31% year‑over‑year increase, driven by high‑spending customers. The company launched Commercial...
Brownsville’s Edge AI Experiment Reimagines the Economics of the Connected City
Brownsville, Texas has launched an in‑city edge AI platform that runs on private 5G and fiber, turning low‑cost IoT sensor data into real‑time public‑safety insights. NTT Data’s Shahid Ahmed highlighted that traditional GPU‑heavy AI would break IoT economics, prompting a...
DeepKeep Launches AI Agent Attack Surface Scanner to Map Enterprise Risk
DeepKeep Ltd. unveiled its AI Agent Scanner, a tool that maps the attack surface of generative AI agents within enterprise workflows. The solution provides instant visibility into agents' tool and data access, visual risk maps, and identifies potential vulnerabilities. It...
Alkira Launches Partner Program to Boost Services Revenue and AI Infrastructure Wins
Alkira announced its Connect Partner Program, a partner‑first platform designed to help global systems integrators, managed service providers, cloud service providers and AI‑focused firms deliver complex networking and AI infrastructure solutions faster and more profitably. The program introduces Connect Services...
Krisp Launches Listener-Side, Real-Time Accent Conversion
Krisp Technologies introduced a listener‑side, real‑time accent conversion feature that adapts incoming speech for individual listeners without changing the speaker’s voice. The system runs locally on the user’s device, delivering sub‑200 ms latency and preserving privacy by storing no raw audio....
Cato Networks Unveils Dynamic Prevention to Stop Stealthy, Long-Running Cyberattacks
Cato Networks has introduced Dynamic Prevention, an auto‑adaptive threat prevention engine built into its SASE platform. The service continuously correlates months of networking and security sensor data to spot low‑signal malicious behavior that blends with legitimate activity. When a threat...
Agentic E-Commerce Startup ZyG Gets $58M to Help Solo Inventors Compete with the Biggest Global Brands
ZyG Edge Inc., an Israeli AI startup, secured $58 million in seed funding to empower solo inventors in the direct‑to‑consumer market. The company’s autonomous agents automate marketing, logistics, and data‑driven growth tasks, allowing creators to focus on product innovation. ZyG validates...
Corvic Labs Launched to Standardize Testing and Governance for AI Agents
Corvic Inc. announced Corvic Labs, an open‑source initiative to standardize testing and governance of agentic AI systems. The first offering, the Agentic MCP Evaluator, connects to AI agents via Anthropic’s Model Context Protocol and provides deterministic, repeatable evaluations with structured...
Akave Raises $6.65M for Compute-Agnostic, Egress-Free Cloud Storage
Akave Inc., a two‑year‑old cloud infrastructure startup, announced a seed round of $6.65 million and the launch of an S3‑compatible, compute‑agnostic object storage service. The platform charges a flat $14.99 per terabyte per month and eliminates egress fees, allowing data movement...
Autodesk Tops Earnings Estimates as Billings Surge 33%
Autodesk reported fiscal 2026 Q4 earnings that topped estimates, posting adjusted earnings per share of $2.85 and revenue of $1.957 billion, both above analyst forecasts. Billings surged 33% year‑over‑year to $2.804 billion, driven by strong performance across its Design, Make and other...
Zscaler Stock Drops After Solid Quarter Fails to Excite Investors
Zscaler reported a solid fiscal 2026 Q2, beating earnings and revenue estimates with $1.01 adjusted EPS and $815.8 million revenue, a 26% year‑over‑year increase. Annual recurring revenue climbed 25% to $3.359 billion, adding $155.5 million of new ARR. The company unveiled its AI...