Author Archive

Anker SOLIX brings two new best-in-class energy solutions to Canada

Posted in Commentary with tags on August 13, 2025 by itnerd

Electricity and energy costs in Canada have been rising faster than general inflation over the past few years, according to a study published by the Fraser Institute. Simultaneously, power outages are becoming more frequent and widespread. These trends highlight a growing need for reliable, affordable energy solutions that Canadians can count on.   

Enter Anker SOLIX, a global leader in power delivery and energy storage solutions, announcing the Canadian launch of two powerhouse solutions:   

Anker SOLIX X1 -the company’s most advanced total home energy storage system to date. It’s modular (from 5kWh to 180kWh) built to perform in extreme weather conditions from -20°C to +55°C.  

  • Sleek, minimalist: 5.9″ profile designed to blend into modern homes 
  • Simplified setup: From online purchase to professional installation, Anker handles everything—no third-party coordination required 
  • Optimized energy: Multiple battery packs operate independently, delivering up to 2,350 kWh more usable energy 
  • Now available in AB, BC, ON, NS, and PEI from $12,637 CAD via Ankersolix.com/ca/x1  

Anker SOLIX F3000 – the longest lasting portable power station in its class, the F3000 is builtas the ideal essential backup for homes facing outages. Whether you’re prepping for storm season, powering your RV, or living off grid, the F3000 delivers flexible, reliable power suited to your needs. 

  • The longest-lasting essential home backup with dual solar input (165V + 60V) for fast recharging up to 2400W 
  • Powers everything from phones and laptops to mini fridges and projectors, with reliable 3600W output   
  • Full back-up coverage a single unit can power a 192W fridge for up to 42 hours, with the option to extend to two or more days using the expanded battery 
  • Now available in Canada for $3,899 CAD, with limited-time pricing at $2,599 CAD via Ankersolix.com/ca/F3000 

Unlike traditional systems that require multiple contractors, vague pricing, and complex installations, Anker SOLIX offers a direct-to-consumer experience—transparent pricing, intuitive setup, and full-service support, all managed through one smart platform. 

August 2025 Patch Tuesday Commentary From Fortra

Posted in Commentary with tags on August 12, 2025 by itnerd

By Tyler Reguly, Associate Director, Security R&D

The hot topic that everyone will be discussing this month is the appearance of AI in the Patch Tuesday drop – specifically CVE-2025-53767 and CVE-2025-53773. Up first, we have an elevation of privilege in Azure OpenAI. This vulnerability was already resolved by Microsoft and there’s no action for users to take, but this type of issue may make you think twice about the usage of AI in your organization. The other is more interesting, a vulnerability in GitHub Copilot and Visual Studio that involves a patch only for Visual Studio 2022. It’ll be interesting to see what details are released on this, but it is command injection which should be taken seriously.

Typically, there’s a lot of talk around any vulnerabilities seeing active exploitation, but we don’t have any of those this month. We do have one publicly disclosed Kerberos vulnerability (CVE-2025-53779) that Microsoft lists as exploitation less likely. The interesting thing here is that only Server 2025 is impacted as the vulnerability exists in a new feature that didn’t exist in previous versions of Windows Server. Sometimes there is value is not being on the latest and greatest but instead staying on a fully supported previous release that has been (somewhat) battle tested. New features are always going to be of interest to researchers and attackers.  

This month, we need to talk about the pair of CVSS 9.8 vulnerabilities that are, thankfully, according to Microsoft, less likely to see exploitation. CVE-2025-50165 is a vulnerability in the Windows Graphic Component that requires no user interaction, all that is needed is for Windows to decode a JPEG image. Interestingly, only the latest version of Windows 11 as well as Windows Server 2025 are impacted by this vulnerability, again showing us that the latest and greatest isn’t always the greatest option.

The other vulnerability is in GDI+ and impacts all versions of Windows. Once again, however, CVE-2025-53766, like CVE-2025-50165, can be exploited without user interaction. Specifically, Microsoft points to web services that allow user uploads and parse the documents.

Both of these should be considered high priority items this month. While they are rated as exploitation less likely, they are critical issues should vulnerabilities be developed. These are the types of items where you want to stay ahead of the curve and be prepared in case attackers are successful in crafting an exploit.

There are two things that I think should be on every CSOs mind this month when they look at the Patch Tuesday drop. The first is AI. With multiple AI-related vulnerabilities – GitHub Copilot and Azure OpenAI – this month is a great reminder that AI technologies are still new and we’re still figuring them out. It is important that organizations understand where and how they are utilizing AI. Beyond that, they need to know what services they are using and how those services react to vulnerabilities and security issues. A lot of the time, when looking at AI-base services, we’re interested in data residency, retention, and ownership… do we stop to ask what they are doing to secure their systems and what their security policy is? This is a good reminder that if you aren’t doing that, it is time to start.

The other thing for CSOs to think about is how they are measuring their risk and responding to it. There are vulnerabilities that, based on severity, are called Critical based on CVSS scores but Important by Microsoft. There are vulnerabilities that are not seeing active exploitation but, if they did, would be severely detrimental to organizations at a large scale. Are you considering future risk or current risk? Whose severity do you trust? If you don’t have an internal methodology for determining and measuring risk, today is a great day to start developing one.

Outpost24 Appoints Ariel Katz as Chief Corporate Development Officer

Posted in Commentary with tags on August 12, 2025 by itnerd

Outpost24 today announced the appointment of Ariel Katz as Chief Corporate Development Officer. Katz will be responsible for driving strategic growth, and identifying and executing inorganic opportunities to strengthen the company’s position as a leader in the cybersecurity market.

Katz is a seasoned executive with a diverse background spanning more than 20 years in finance and technology. He began his career in financial audit at PwC, then specializing in investment and M&A transactions at Deloitte and KPMG. He later transitioned into the tech sector, where he invested in a range of startups, including those in the cybersecurity space. After this, he worked in a Corporate Development role at Visa where he managed M&A and strategic initiatives across Europe.

Most recently, he has held senior finance and strategy roles within high-growth startups including EverC and Payset, navigating the fast-paced and dynamic environment of emerging technology companies.  Now, Ariel brings his unique blend of financial acumen and tech industry experience to Outpost24.

MCP Servers: What you Need to Know From SOCRadar

Posted in Commentary with tags on August 12, 2025 by itnerd

SOCRadar has released a new whitepaper diving deep into MCP (Model Context Protocol) Servers. MCP Servers are the new standard letting AI agents directly talk to security tools in one universal language.

The paper goes beyond the hype, covering:

  • What MCP really is and why it’s a game-changer for SOCs, CISOs, and red/blue teams
  • Real-world use cases including instant CVE lookups to complex incident response
  • Security pitfalls like fake MCP servers, tool-poisoning, and supply chain risks
  • Practical guidance with ready-to-deploy sample chains and code snippets

The full analysis can be found here: https://socradar.io/wp-content/uploads/2025/07/MCP-Servers-Everything-You-Need-to-Know.pdf

KnowBe4 Unveils Brand Refresh to Celebrate 15 Years of Delivering Human Risk Management 

Posted in Commentary with tags on August 12, 2025 by itnerd

KnowBe4 today unveiled a bold new brand with an innovative new vision for the future of the company. The refreshed identity reflects KnowBe4’s leadership in human risk management, with a reputation for excellence in cybersecurity and groundbreaking AI advancements.    

Armed with a new company tagline “Rise Above Risk”, KnowBe4 is boldly pushing the boundaries of its brand identity to new heights to reflect a focus on human risk management while helping IT and cybersecurity professionals elevate their protection efforts regarding company risk. It goes beyond phishing, training and boundaries to transform the unpredictable into the unstoppable to rise above risk. 

KnowBe4’s evolution reaffirms its leadership position in the human risk management space and bolsters its dedication to helping IT and cybersecurity workers to fight against today’s top threats, including social engineering, email threats, ransomware and more. 

To explore KnowBe4’s new visual identity, visit our website www.knowbe4.com

Guest Post – Alarmingly organized criminal enterprises: Who’s behind devastating ransomware attacks?

Posted in Commentary with tags on August 12, 2025 by itnerd

From corporate insiders to elite professionals — cybersecurity expert reveals the alarming anatomy of ransomware groups and their growing threat

Ransomware attacks nearly doubled in the first half of 2025, revealing an alarming surge in cybercriminal activity and exposing widespread corporate security vulnerabilities. Vakaris Noreika, a cybersecurity expert at NordStellar, a threat exposure management platform, explains that these attacks are carried out by highly organized and structured organizations that often seek out the best talent — and underestimating this threat could cause a business’ downfall.

According to data from NordStellar, ransomware cases surged in the first half of 2025, with a 49% increase compared to the same period in 2024. US companies suffered the most, with small and medium-sized enterprises and those in manufacturing becoming prime targets for ransomware.

High requirements behind devastating attacks

According to Noreika, NordStellar has identified over 200 ransomware groups and currently, over 60 of them are active. In addition to the usual updates about successful attacks, they sometimes also publish recruitment announcements, and their high-level requirements should ring alarm bells.

“These groups are mostly looking for top talent in cybersecurity — their requirements tend to consist of wanting an individual with an experienced background in specific fields and a proven track record,” says Noreika. “According to them, cybercriminals must undergo meticulous screening before they can join the group, minimizing the risk of their being compromised, while some ransomware groups don’t accept outsiders in general, and members can only be invited by already established individuals.”

Screenshot from a ransomware group posting.

Scaling operations and maximizing profits

He explains that individuals unfamiliar with the inner workings of ransomware groups are often under the false impression that these hackers are just lone wolves or kids with some hacking skills following a get-rich-quick scheme. However, the opposite is true — the efficiency of ransomware attacks lies in the operation’s high organizational aspect.

“Ransomware groups are organized crime, and it’s extremely dangerous to underestimate how equipped they are to carry out their attacks. They function like a corporation, with different individuals assigned to specific tasks so that the operation runs smoothly,” says Noreika. “They also train their members, sharing knowledge and ensuring their expertise meets their requirements. Some even have insiders in the company they’re targeting, granting them easy access to sensitive resources.”

Screenshot from a ransomware group posting.

According to Noreika, besides new member recruitment, these groups also offer ransomware-as-a-service (RaaS). This model lowers the entry barrier to cybercrime, allowing even amateur hackers to partake.

“With RaaS, ransomware can scale even more exponentially, allowing more individuals to carry out ransomware attacks and maximizing the ransomware group’s profits. Some ransomware groups even use RaaS themselves as a means to scale their operations without the need for additional human resources,” says Noreika.

Primary targets — critical infrastructure

According to Noreika, ransomware groups have a strategic and calculated approach to selecting their targets. As a result, critical infrastructure organizations often become the prime targets.

“Companies in the healthcare sector cannot afford any downtime, and losing access to patient medical records can sometimes literally be a matter of life or death. As a result, they could be more inclined to give in to ransomware demands to restore their operations,” says Noreika. “On the other hand, manufacturing businesses operate on tight schedules, and setbacks could result in severe financial losses. Consequently, they could also be more predisposed to do whatever it takes to resume operations quickly.”

However, he emphasizes that any business could fall victim to ransomware. According to Noreika, relying on passwords as the only means for user authentication, using outdated systems and applications, and prior credential leaks on the dark web are some of the main cybersecurity gaps that make enterprises more vulnerable.

“Ransomware groups operate with meticulous organization and expertise, making any security gap a dangerous liability. Effective protection demands continuous monitoring of the company’s attack surface and prompt identification and patching of vulnerabilities. Anything less leaves your organization unnecessarily exposed,” says Noreika.

He emphasizes that promoting a cyber-aware culture also significantly reduces the risk of experiencing a successful ransomware attack. Employees who have received cybersecurity training are less likely to hand over their credentials to hackers, minimizing the possibility of them gaining access to the network due to user error.

ABOUT NORDSTELLAR

NordStellar is a next-generation threat exposure management platform that enables companies to detect and respond to cyber threats before they escalate. NordStellar offers visibility into how threat actors work and what they do with compromised data. NordStellar was created by Nord Security, a globally recognized company behind one of the world’s most popular digital privacy tools, NordVPN. For more information, visit nordstellar.com.

Sun Life’s GenAI agent, Iris, earns 2025 innovation honour

Posted in Commentary with tags on August 12, 2025 by itnerd

For the second consecutive year, Sun Life Financial Inc. has been named a 2025 CIO Awards Canada winner, this year for its internally developed GenAI-powered agent, Iris. The CIO Awards Canada celebrate Canadian organizations and the teams within them that are using IT in innovative ways to deliver business value.

Sun Life’s internal virtual agent, Iris, uses GenAI and Agentic AI to improve employee productivity and service desk efficiency. Iris is a secure service desk assistant that delivers instant, conversational responses to common inquiries such as password resets, software requests, and ticket status updates. Integrated into Sun Life’s existing systems, service desk workflows and knowledge base, Iris creates a seamless and secure self-service option for employees while freeing up service desk agents’ time to focus on more complex cases allowing employees to return to their priorities more quickly. The result: significant time savings, enhanced productivity, improved satisfaction, and a scalable model for future Client-facing AI innovations.

Productivity by the numbers

  • Iris has dramatically reduced average service desk resolution time by 83%, resolving over 80% of employee questions in under two minutes.
  • More than 9,000 password resets have been completed over the past year. The current success rate is 82%.
  • Iris has successfully handled approximately 10,000 employee queries since launch.
  • Projected annual savings of over 24,000 hours for both employees and agents combined.

Digital leadership, backed by results

Iris is foundational for future Client-focused innovations. The insights gained from this internal implementation are enabling Sun Life to scale similar GenAI and Agentic AI tools across all contact centres globally, transforming how Sun Life interacts with Clients, allowing faster, more personalized digital experiences. In addition, the Agentic AI system functionalities continue to expand and will have the ability to handle increasingly complex employee needs as Sun Life continues to introduce new features.

Iris is just one step on Sun Life’s broader digital transformation journey. The enterprise recently also developed and launched the Advisor Notes Assistant tool, an innovative GenAI tool designed to enhance the Client experience and streamline advisor workflows. This cutting-edge technology helps advisors save 15-30 minutes of administrative effort per meeting, enabling them to spend more time deepening Client relationships and providing trusted tailored advice.

Sun Life is committed to digital leadership and to ensuring a focus on Client impact by continuing to adopt and experiment with innovative technology. Our culture is rooted in safety and security which extends to our adoption of emerging technologies. Through technology like GenAI, Sun Life empowers its people to enhance their skills to deliver on our Purpose of helping Clients achieve lifetime financial security and live healthier lives.

Six-Fold Surge in Cyberattacks and $1B in Ransomware Losses Are Reshaping the Global Semiconductor Industry

Posted in Commentary with tags on August 12, 2025 by itnerd

CloudSEK’s latest threat intelligence report, Silicon Under Siege: The Cyber War Reshaping the Global Semiconductor Industry, uncovers a rapidly escalating cyber threat landscape targeting the semiconductor sector – the digital backbone of modern civilization.

Powering everything from AI and defence systems to smartphones, clean energy, and healthcare, semiconductors have become both a strategic asset and a prime cyber target. The research reveals that nation-state-backed groups, ransomware operators, and hacktivists are waging a silent but highly coordinated cyber war — one that threatens economies, disrupts global supply chains, and risks the very foundation of critical infrastructure.

CloudSEK’s proof-of-concept showed how AI can be harnessed to design and embed hardware Trojans at the pre-design stage of a chip. Even a simple AI-generated implant can evade detection and, once manufactured, lie dormant for years until triggered – leaking sensitive data, falsifying outputs, or halting operations. More advanced AI-driven designs could tailor Trojans to bypass specific security checks, adapt to different architectures, and remain invisible across multiple verification stages, making them potent tools for espionage or sabotage in the semiconductor supply chain.

Key Findings from the CloudSEK Report

  • Attack volume up sixfold since 2022 — Driven by espionage, supply-chain compromises, and state-sponsored campaigns.
  • $1.05 billion in ransomware-related losses since 2018 — Including ransom payments, downtime, and recovery costs, crippling semiconductor operations worldwide.
  • IT as initial attack vector — Over 60% of ICS breaches begin with IT (phishing, VPN exploits, CVEs, exposed interfaces and misconfigurations, default or leaked/compromised credentials, etc.) before pivoting to OT.
  • Massive infrastructure exposure — The U.S. alone has ~2 million publicly reachable ICS assets linked to semiconductor operations, many potentially with weak or default controls.
  • Massive Middle East ICS exposure — Across the Middle East, publicly reachable ICS & OT assets tied to semiconductor-linked manufacturing and potentially critical oil, gas, and industrial operations remain exposed: UAE (~12.1K), Turkey (~10.8K), Saudi Arabia (~4.8K), Iran (~4.6K), Bahrain (~2.4K), and Qatar (~400), with potential vulnerabilities stemming from weak authentication, misconfigurations, and outdated protocols.
  • High-value espionage incidents — In July 2025, China-backed APT41 infiltrated multiple Taiwanese semiconductor companies via a compromised software update, stealing proprietary chip designs and process data.
  • Pre-silicon hardware Trojans — CloudSEK’s proof-of-concept AI-generated Trojan can remain dormant until triggered, leaking cryptographic keys while evading standard tests.
  • Single vendor compromise cascading into global disruption — The 2023 MKS Instruments ransomware breach caused an estimated $250M in losses to Applied Materials in one quarter. 
     

Geopolitics and the “Silicon Cold War”

The semiconductor race has become a strategic flashpoint in the global balance of power, with cyber espionage campaigns, supply chain intrusions, and state-backed sabotage now central to the contest:

  • China — investing $150+ billion to achieve chip self-sufficiency and reduce reliance on Western tech.
  • U.S. — committed $52 billion via the CHIPS Act to reshore manufacturing and secure supply chains.
  • India — investing $10 billion in its semiconductor mission, aiming for a $100 billion market by 2030.
  • Taiwan — produces over 60% of the world’s advanced chips, making it a critical node in the global tech ecosystem.
  • Europe — facing converging geopolitical and infrastructure risks, as exemplified by a SCADA compromise of a Ukrainian power substation during the Russia–Ukraine conflict that used OT-aware malware to issue malicious control commands.

State-sponsored Advanced Persistent Threats (APTs) such as APT41, Volt Typhoon, PlushDaemon, etc. are embedding themselves in software pipelines, EDA tools, and factory operations, shifting from mere data theft to long-term disruption strategies that can cripple production during geopolitical flashpoints.

Notable Campaigns and Case Studies

Historic Incidents

The semiconductor industry’s cyber risk is not new. Landmark events such as the 2010 Stuxnet sabotage of Iran’s Natanz facility, the 2018 TSMC WannaCry infection that halted iPhone chip production, and other high-profile attacks have long demonstrated the destructive potential of cyber threats to semiconductor-driven critical infrastructure.

Real-World Incidents Highlighting IT–OT Interdependencies

  • Aliquippa Water Authority Breach (Nov 2023) — Default HMI credentials exposed Unitronics PLCs, demonstrating how simple IT misconfigurations can compromise industrial controls.
  • UNC5221 VPN Exploitation (2025) — State-affiliated actors exploited CVE-2025-22457 in ICS VPN appliances to pivot into OT networks, spotlighting VPNs as critical OT entry points.
  • Infostealer Malware Targeting Defense Contractors (Feb 2025) — Commodity stealers harvested credentials that could be used to access corporate VPNs and OT management interfaces.
  • Medusa Ransomware Campaigns (2021–2025) — Active RaaS operations targeting legacy ICS/SCADA systems in manufacturing and supply chains, often combining encryption with IP extortion.
  • Microchip Technology Breach (Aug 2024) — IT system compromise disrupted multiple facilities, causing ~$21M in losses and halting connected OT functions.
     

Emerging Threat Patterns Identified by CloudSEK

  • Supply Chain Attacks — Targeting trusted vendors, software updates, and outsourced design services.
  • Pre-silicon Design Compromise — Embedding hardware Trojans directly into chip designs during the design phase, remaining dormant and undetectable until after manufacturing.
  • IT–OT Convergence Risks — Misconfigured SCADA dashboards, HMIs, and cleanroom controllers now searchable online, enabling attackers to “log in” rather than hack in.
  • Ransomware with IP Extortion — Exfiltrating proprietary designs to pressure payments from both chipmakers and dependent industries.

CloudSEK’s Strategic Recommendations for the Semiconductor Sector

  1. Isolate IT and OT Networks — Prevent lateral movement between corporate IT and manufacturing systems.
  2. Secure-by-Design Practices — Implement RTL integrity checks, formal logic verification, and traceable SBOMs for third-party IP.
  3. Continuous Attack Surface Monitoring — Detect exposed assets, leaked credentials, and unpatched CVEs before attackers exploit them.
  4. Vendor Risk Management — Enforce stringent security requirements for all suppliers and third-party service providers.
  5. Global Threat Intelligence Sharing — Collaborate across borders to detect and neutralize state-sponsored campaigns before they escalate.

CloudSEK’s BeVigil and XVigil platforms deliver real-time visibility into exposed IT/OT assets on the Internet, map vulnerable vendor ecosystems, and track emerging threat actor infrastructure, enabling chipmakers and suppliers to act before vulnerabilities become permanent features of the global tech landscape.

Full report available here: https://www.cloudsek.com/whitepapers-reports/silicon-under-siege-the-cyber-war-reshaping-the-global-semiconductor-industry  

Arcitecta Unlocks AI at Scale with Unified, AI-Ready Data Infrastructure that Supports All Forms of Data and AI Models 

Posted in Commentary with tags on August 12, 2025 by itnerd

Arcitecta, a creative and innovative data management software company, today announced significant enhancements to its Mediaflux® data management platform, delivering an AI-ready data fabric that supports all forms of data and AI models and provides a built-in vector database within its high-performance XODB® database. The innovative enhancements enable Mediaflux to power AI workflows by making multiple types of data AI-ready through unified metadata and vector embeddings. With the new vector support, users can leverage their entire data environment for AI training, significantly boosting model quality to accelerate advanced solutions in areas from cancer research to genomic analysis and scientific discovery. 

The enhancements arrive at a pivotal moment, as the rapid rise of AI and machine learning is driving significant adoption of vector databases, with Gartner predicting that 70% of enterprises will adopt them by 2026. Mediaflux directly addresses the market’s need for unified platforms to combat data sprawl, heterogeneity, compliance challenges and the demand for model reproducibility, all of which require robust metadata and vector-driven platforms.

Mediaflux powers AI with a flexible, model‑agnostic data fabric that works with any data and AI model at scale, eliminating vendor lock‑in and data format constraints. It accelerates time to AI insights with built-in pipelines to automate ingest, tagging and transformation, rich metadata and support for vector embeddings for increased context and accuracy. Additionally, a schema-less metadata model delivers the flexibility needed across diverse data sources, to adhere to regulatory compliant standards with on-premises options in addition to the cloud.

Unlike traditional solutions that bolt on external vector databases, Mediaflux delivers full metadata and vector search in a single, high-performance system that simplifies data infrastructure and reduces complexity. By optimizing data and leveraging vector embeddings, Mediaflux ensures that any unstructured or structured data becomes searchable and usable for AI, eliminating the need for a separate vector store. The solution’s core features include a metadata catalog, vector embeddings, similarity search, retrieval-augmented generation (RAG)-ready data and single-pane orchestration.

Additional Mediaflux capabilities include multi-protocol support (NFS, SMB, S3) and multi-site, edge and real-time capabilities in addition to the new AI functionality. The platform achieves more than 95% bandwidth utilization on transfers with Mediaflux Livewire and its Point in Time security feature is recognized as a TOP 5 Cybersecure 10 PB+ NAS solution by DCIG.

Mediaflux delivers compelling advantages for enterprises managing massive volumes of data:

  • Faster Time to AI: Mediaflux manages any type of data – text, images, time series and more – and provides ready-to-use data pipelines, eliminating manual preparation and accelerating AI initiatives.
  • Better Models: Users can leverage richer training datasets through better inputs, leading to improved accuracy and quality of AI models, while also having the flexibility to deploy new models in the future without the need to modify their data.
  • Cost and Operational Efficiency: Mediaflux offers a centralized platform that simplifies tooling and governance, providing a single system versus a patchwork of disparate tools.
  • Native Vector Search Engine: It enables fast similarity queries at scale across trillions of records in milliseconds, significantly outperforming legacy tools that might take hours.
  • Unified Data Fabric: Mediaflux delivers full metadata and vector indexing in a single system, combining metadata, vector, file and object data across multiple locations.
  • End-to-End RAG Pipeline Support: The solution facilitates semantic queries, similarity search and retrieval-augmented generation pipelines directly within its environment.

The Mediaflux AI-enhanced platform is ideal for enterprises across multiple industries, including life sciences, research, media and entertainment, and government and defense domainsthat work with massive volumes of data and require scalable, high-performance infrastructure. It is particularly beneficial for departments such as research and development, data science, genomics, medical imaging and machine learning operations within vertical industries such as healthcare, research/academia, finance and government.

The enhanced platform is driving next-generation AI workflows for leading organizations today:

  • Cancer Research: Scientists can now query massive genomic datasets and medical imaging files to detect anomalies faster using semantic and similarity search.
  • Government and Defense: Teams manage time-series and geospatial data in real time, supporting edge deployments in secure, disconnected environments.
  • Media & Entertainment: Archives become searchable by meaning, not just metadata, unlocking new creative workflows and revenue streams.

XODB: A Powerful, Flexible Multi-Model Database

Mediaflux XODB is a flexible multi-model database with built-in capabilities for vector embeddings and plugin support for new models managed within Mediaflux. XODB provides users with a competitive advantage and is a foundational pillar of Mediaflux. With the new advancements, Mediaflux can now fuel seamless searchability and near-instant insights, providing a pathway for rich AI-feature expansion in the future. The platform comprehensively supports object, time-series, geospatial and vector data, maximizes storage, enriches metadata, and curates data collections for ease of searching. Interwoven with Mediaflux, XODB manages metadata in real time, instantly directing users toward their data, regardless of scale or location.

Availability and Pricing

The new Mediaflux AI-ready capabilities are available as an integrated part of the existing Mediaflux platform. It is licensed by user count, eliminating capacity-based fees and offering a pricing edge compared to patchworked tools.

Resources

Research Highlights The Small Errors That Can Break Systems And Result In Big Outages 

Posted in Commentary with tags on August 12, 2025 by itnerd

 Website Planet has just posted research that focuses on six decades of global tech outage data to reveal the patterns behind these breakdowns — their root causes, common oversights, and the rising financial losses of simple errors.

Among their findings, they identified the following as key:

  • 5 root causes account for nearly 90% of all major outages due to preventable errors.
  • Microsoft leads in repeated failures with 8 major outages.
  • Cloud and SAAS saw the most failures, followed by financial services.
  • 184 major tech outages caused over $167 billion in losses.

You’ll find all the details to their findings here:  https://www.websiteplanet.com/blog/global-tech-outages-research/