Consistent Infosystems, a leading IT hardware, surveillance and electronics brand, launches its 2MP Dual Light Bullet CCTV AHD Camera for homes, offices and commercial properties. The camera combines high-definition imaging, dual-light night vision, built-in audio recording and UTC control for everyday surveillance needs.

The camera features compact white bullet-style body with a multi-angle mounting base for flexible installation. Its weatherproof, water-resistant housing makes it suitable for outdoor installations, while the white dual-LED spotlights are integrated into the camera’s front panel to support colour night vision.

Equipped with 2MP high-definition resolution and a 3.6mm fixed lens, the camera captures footage for everyday surveillance. Its dual-light technology combines infrared (IR) night vision, offering a range of up to 20 meters, with LED illumination that enables colour video capture in low-light and dark conditions when the spotlights are activated.

For added functionality, the camera includes a built-in microphone for real-time audio recording, enabling audio capture alongside video surveillance. It also supports UTC (Up-The-Coax) control, allowing users to adjust compatible camera settings directly through the DVR. These capabilities make it suitable for surveillance setups requiring video monitoring, audio recording and convenient camera control.

Commenting on the launch, Mr. Yogesh Agrawal, CMD and Co-Founder, Consistent Infosystems, said, “Reliable surveillance is important across homes and business environments. With our 2MP Dual Light Bullet Camera, we aim to offer a practical solution that combines night vision, audio recording and convenient camera control to meet everyday monitoring needs.”

With its combination of high-definition imaging, dual-light night vision, built-in audio and flexible installation, the Consistent 2MP Dual Light Bullet CCTV Camera offers a practical option for a variety of surveillance requirements.

Pricing and Availability

The Consistent 2MP Dual Light Bullet CCTV AHD Camera carries an MRP of INR 2,999 and is available through Consistent Infosystems’ channel partner network across India and online at shop.consistent.in.

Balaji Anant Raj Ventures Ltd. (BARVL) has partnered with XtreeE SAS, France, to bring Europe’s most advanced robotic 3D construction printing ecosystem (3DCP) to India, marking the first significant industrial deployment of the technology in the country. The system will be housed and operated under Astraya, BARVL’s knowledge infrastructure platform. The agreement covers the supply, commissioning, and technology transfer associated with the deployment of XtreeE’s robotic construction printing technology, including one complete robotic printing cell with infrastructure in place to scale to four systems.

The printing cell is built around XtreeE’s xHEAD, a proprietary print head, extrusion and control system integrated on a six-axis industrial robotic arm with material handling and printing. The system enables large-format printing of complex concrete geometries without conventional formwork, facade elements, structural components and non-standard architectural forms. The system will be commissioned in Q2 2027 at the Astraya Experience Centre in Sector 63A, Gurugram.

Aashman Sarin, Founder, Astraya, said, “The robots are the least interesting part of what we are building. What matters is the knowledge that surrounds them. The material research, the process data, the institutional memory, all of this makes each application smarter than the last. We chose XtreeE because the agreement includes technology transfer, not just equipment. Every print will generate data, every project will generate learning, and every insight will strengthen the next. That is the difference between acquiring a capability and building one.”

Dominique Corvez, President and CEO, XtreeE, said, “India is one of the world’s most exciting markets for construction innovation. Beyond delivering a robotic printing system, this partnership is about transferring knowledge on sustainable construction methods, building local capabilities and enabling a sustainable industrial ecosystem for digital construction. We are delighted to work with Astraya to support this long-term vision.”

The Constructory Lab brings research, material development and production under one roof. A configuration that does not currently exist in Indian construction at this scale. The intent is not to demonstrate 3D printing. It is to build the knowledge infrastructure that makes 3D printing compoundingly useful in the country by understanding how printed concrete behaves across different mixes, climates and structural configurations. Developing material specifications that can be transferred to the next project rather than rediscovered and training the engineers and researchers who will carry that knowledge into the industry.

Designed as a live demonstration and innovation hub, the facility will bring together material testing, robotic production and applied research, while bringing together industry, academia, researchers and policymakers a first-hand experience of next-generation construction technologies. The Experience Centre will showcase the technology in action, with the building itself incorporating components printed by the system it houses, before expanding deployments. Once operational, the system will immediately support Astraya’s residential projects, with institutional opportunities being explored as the next logical frontier.

Vertiv today announced a distribution partnership with Inflow Technologies, a Singapore-based distributor of Information and Communication Technology (ICT) products and services. The agreement expands Vertiv India’s presence in neighbouring markets such as Bangladesh, Bhutan, the Maldives, Nepal, and Sri Lanka.

With Inflow, customers in the region will have access to Vertiv’s uninterruptible power supply (UPS) systems, precision cooling solutions for data centre and edge environments, and IT racks and enclosures, along with technical training and product support from Vertiv. Access to the portfolio is expected to resonate with enterprise IT teams and system integrators as they scale infrastructure across these markets.

The alliance comes at a time when digital infrastructure investments are accelerating across South Asia. Governments and enterprises in these markets are advancing digital transformation initiatives and cloud adoption driving demand for resilient power and thermal infrastructure, which creates new opportunities for critical digital infrastructure providers such as Vertiv.

“Combining Vertiv solutions and capabilities with the Inflow Technologies’ strong local partner network and financial enablement, we can improve market reach, strengthen channel confidence and accelerate business momentum across the adjacent markets. Our focus is not just on expanding distribution, but on creating a stronger ecosystem that enables our partners and customers to grow with us,” said Reginald Borges, Director – Business Development, International Operations, Vertiv India.

“This partnership brings together what each of us does best to accelerate infrastructure growth across South Asia. Inflow will act as a growth engine for Vertiv’s journey in the region. Working closely with Vertiv’s engineering and product teams, we will help customers build the resilient, energy-efficient power and cooling infrastructure their businesses need as they scale. Together, we are committed to building the region’s ICT ecosystem and supporting long-term, sustainable growth for our customers and channel partners,” said Ms. Kousalya Narayan, Vice President, South Asia Channel, Inflow Technologies.

MiPhi Semiconductors, a joint venture between India’s Micromax Informatics and Taiwan-based Phison Electronics, has announced a strategic distribution partnership with Sharaf DG, one of the UAE’s leading electronics and technology retailers. The collaboration marks an important step in MiPhi’s international growth journey as it strengthens its presence in the UAE market.

Under the partnership, Sharaf DG will serve as MiPhi’s distribution partner in the UAE, supporting its efforts to expand market access and strengthen its regional presence. The collaboration will initially focus on enterprise SSDs and AI-driven storage solutions, with opportunities to expand into consumer storage and embedded memory as the partnership evolves. This strategic association will enable MiPhi to bring its advanced storage technologies to a wider customer base in the UAE while supporting its long-term international growth ambitions.

Commenting on the partnership, Vikas Jain, Co-Founder, MiPhi, said, “The next wave of technology growth will be defined not just by computing power, but by the infrastructure that enables data to move, scale and perform efficiently. As AI adoption accelerates, storage is becoming an increasingly critical part of the digital ecosystem. At MiPhi, we are combining Phison’s global semiconductor expertise with Micromax’s manufacturing capabilities and market understanding to address these evolving needs. Our partnership with Sharaf DG represents an important step in taking these capabilities to international markets, beginning with the UAE. We see this collaboration as the foundation for a long-term relationship that can create meaningful opportunities across the broader technology and storage ecosystem.”

Nilesh Khalkho, CEO, Sharaf DG, said, “As businesses accelerate their digital transformation and explore the potential of artificial intelligence, access to dependable, high-performance technology infrastructure is becoming increasingly important. Our partnership with MiPhi brings together advanced storage expertise and Sharaf DG’s strong understanding of the UAE market. With an initial focus on enterprise and AI storage solutions, we see an opportunity to address evolving business requirements while expanding our technology portfolio. We look forward to building a strong, long-term relationship that delivers value to customers and businesses across the region.”

The collaboration brings together MiPhi’s advanced storage technology capabilities, backed by Phison’s global expertise in NAND flash technology and Micromax’s manufacturing capabilities and market experience, with Sharaf DG’s established regional presence, distribution network and customer relationships.

The partnership reflects MiPhi’s commitment to building strategic relationships in international markets and expanding the reach of its storage and memory technologies. It also creates a platform for both organisations to explore new opportunities as technology and customer requirements continue to evolve.

Oracle today announced enhancements to Oracle Marketplace designed to help software and services partners, especially independent software vendors (ISVs), grow their businesses with Oracle customers and simplify purchasing. Expanded use of Oracle Universal Credits (UCs), new co-sell capabilities, and additional purchasing options help partners reach customers and sell through established budgets and buying processes. These enhancements help partners reach more customers and grow revenue with industry-specific software and AI solutions that complement Oracle’s applications, databases, and cloud infrastructure.

As partners turn industry expertise into repeatable applications, accelerators, and AI offerings, Oracle PartnerNetwork provides integration validation benefits to help eligible ISVs demonstrate how their solutions work with Oracle technology. Oracle Marketplace gives those partners a route to commercialize eligible solutions and reach customers. These enhancements complement Oracle’s $1 billion partner ecosystem commitment, connecting resources for partner development and delivery with opportunities to sell.

“Oracle customers rely on our technology to run their businesses, creating opportunities for ISVs to deliver complementary solutions,” said Mark Hura, president, Global Field Operations, Oracle. “These Marketplace enhancements help partners reach those customers, collaborate with Oracle sellers, and simplify purchasing, helping ISVs grow while giving customers more choice and flexibility in how they buy.”

“The next phase of cloud marketplace evolution is about more than transactions,” said Stuart Wilson, Worldwide VP, Partnering Ecosystems, Alliances & Channels at IDC. “Partners increasingly want access to customers, seller collaboration, flexible commercial models, and the ability to align with enterprise procurement preferences. As marketplaces become a more integrated part of enterprise buying journeys, investments that strengthen these capabilities can help drive ecosystem growth and customer adoption.”

The enhancements deliver five key benefits for partners and customers:

• Closer collaboration with Oracle sellers: Marketplace Private Offers Co-Sell connects eligible ISVs with Oracle sellers on qualified customer opportunities. Oracle sellers can also proactively position ISV solutions to address specific customer needs, including specialized industry requirements. This collaborative approach supports solution positioning, customer introductions, and Private Offer execution.
• Greater flexibility to use existing cloud budgets: Oracle has increased the portion of a customer’s eligible Universal Credits commitment that can be applied to qualifying Marketplace purchases. This allows customer to more easily direct existing cloud budget to partner solutions, creating additional sales opportunities for ISVs. Universal Credit top-ups also give eligible customers another way to replenish their credit balance for qualifying purchases.
• More ways to buy: Marketplace Private Offers let eligible ISVs negotiate pricing, terms, and contract durations directly with customers. Metered billing for eligible paid listings supports usage-based pricing, allowing customers to align spending with consumption. Multi-Party Private Offers enable ISVs, authorized resellers, and US customers to collaborate on a single customized transaction. ISVs can extend their reach through reseller networks, while customers buy through their preferred participating reseller.
• Broader access to AI and industry solutions: A growing ecosystem of Oracle Marketplace partners further enhance customer choice in AI solutions through established Oracle procurement and billing processes, with eligible UCs available for qualifying purchases. See recent Marketplace examples highlighted on Oracle.com:

• • Put your Oracle Cloud commitment to work with OpenAI models

• • Accelerate software development with Meta Model API and Muse Code through Oracle Marketplace

• • Accelerate AI Inference with NVIDIA NIM on OCI Marketplace

• Oracle is also expanding its industry aligned strategy to Marketplace including health, retail, and hospitality, helping partners bring specialized solutions to customers. Additionally, Fusion Applications AI Agents give Oracle Fusion Cloud Applications customers access to Oracle-validated, partner-built AI agent templates that extend existing business workflows.
• Expanded market reach: Oracle is expanding Marketplace purchasing to India and Japan, giving eligible partners more opportunities to reach customers. Oracle is also now offering Multi-Party Private Offers in the United States, Spain, and Brazil, with availability in additional European Union countries planned by the end of 2026.

Technology today is not only a product itself, but it is also transforming the ways of doing business. Nowadays, organisations have become increasingly reliant upon their technological advantages as business environments become ever more complicated, which allows them to obtain relevant information, reduce manual business tasks and adapt to market fluctuations. In case of technology companies, this means developing products as well as maintaining and developing the processes within the company, building partner relations and taking into account the requirements of customers.

Digitizing Sales and Service

Digitizing sales and services involves the process of dealing with several players, communication channels, and flow of processes. The use of paper documents and telephone communication makes it difficult to track requests and maintain the inflow of information. Digital workflows simplify customer interactions and improve accuracy by enabling teams to resolve requests faster without relying on repetitive administrative tasks.

Empowerment of Installers and Business Partners

Installers act as a bridge between products and customers, making it essential for them to have accurate product and warranty information to assist with installation and troubleshooting. The Installer eConnect App provides installers with the facility to check the warranty information and get product specifications and features to help in addressing customer concerns efficiently.

The digital platforms simplify coordination with dealers and distributors too. B2B portal facilitates placing, tracking and making orders, while Partner eConnect App provides partners with information related to product updates, schemes and help. These tools make routine work effective and minimize the risk of frequent back and forth communication.

Establishing an Intelligent and Effective Workplace

The productivity of employees at the workplace depends on the efficiency with which they communicate, gather information, and take decisions. The utilization of automation and digital procedures may help streamline everyday activities, thereby improving coordination among groups of employees and letting them attend to issues that demand complete focus.

However, the success of technology adoption depends on the capability of employees to use new practices and acquire the skills required for the successful utilization

Broadening the Application of Digital Signage

Digital signage serves as a means of imparting information, that gives rise to newer modes of exchange between firms and their customers. The organizations operating with offices, stores, and other business venues deploy digital boards, which serve for announcements, directing customers, providing them with information about products, and executing ads. In contrast to conventional types of display, digital screens provide the opportunity to manage the content quickly enough, thereby making them suitable for workplace communications, information sharing, and interactions with customers. More and more companies have started to adopt digital signage as a fresh form of communication.

Conception of a Linked Tomorrow

While India moves ahead in its digital transformation journey, the task at hand should be to ensure that technology is useful, usable and relevant for practical life. The real significance of technology is that it can help face challenges, ease everyday processes and enhance ties between companies, partners and clients. In the end, one can say for sure that digital evolution cannot be associated only with the implementation of technology but with its ability to change people’s operations.

(The author is Mr. Yogesh Agrawal, CMD & Co-Founder, Consistent Infosystems, and the views expressed in this article are his own)

BenQ, a provider of professional display solutions, today announced the India launch of the Creative Pro PV3250U at Broadcast India 2026. Designed for colourists, video editors and post-production studio owners, the 31.5-inch 4K UHD monitor combines hardware calibration, accurate shadow reproduction and practical inspection tools for professional workflows.

Meeting the Needs of Professional Post Production

In professional post-production, consistent colour decisions are particularly important in dark scenes, where subtle shadow details contribute to visual storytelling. Black crush and tonal inconsistencies can affect grading decisions and increase correction time. The PV3250U combines BenQ AQCOLOR technology with calibration and image-inspection tools to help professionals evaluate these details with confidence.

Colour Accuracy and Shadow Detail

Dark Tone Clarity. A 3000:1 native contrast ratio, gamma 2.4 tuning and AQCOLOR technology help preserve shadow gradation and minimise black crush in Rec.709 workflows. Factory calibration with enhanced dark-tone patch validation supports accurate evaluation across the shadow range.

Corner-to-corner uniformity. AQCOLOR Uniformity uses micro-zone correction to improve colour and brightness consistency across the display, including areas near the edges, helping reduce visual variation during critical evaluation.

16-bit 3D LUT hardware calibration. The PV3250U uses nearly 5,000 RGB reference points for colour correction across the RGB colour space, with calibration data stored in the monitor’s internal IC. The 16-bit specification refers to internal colour-correction precision. BenQ AQCOLOR Pilot software supports recalibration with a compatible external calibrator, helping maintain accuracy over time.

Colour gamut and HDR review. The PV3250U offers 99% DCI-P3 and 100% Rec.709 colour gamut coverage, a stated Delta E ≤1 colour-accuracy specification and a 120Hz refresh rate. HDR10 and HLG support, together with VESA DisplayHDR 600, enable HDR content review.

Practical Tools for Content Inspection

Shadow Check temporarily lifts dark areas to reveal low-light details during inspection. Users can then return to their calibrated viewing mode for final grading decisions. Marker provides aspect-ratio and cropping guides for different delivery formats, while Area Zoom magnifies selected image regions for closer examination. These inspection tools do not modify the source content.

A Connected Workspace for Creative Professionals

Thunderbolt 4 supports video, data and up to 96W of power delivery through a compatible single-cable connection, with link bandwidth of up to 40Gbps. A magnetic shading hood helps reduce ambient light and reflections. Backlit OSD keys and the Wireless Hotkey Puck G4 provide convenient access to display controls, with Puck settings configurable through Display Pilot 2. For audio review, the built-in ESS DAC supports high-impedance headphones up to 300Ω.

Pricing and Availability

The BenQ PV3250U carries an MRP of ₹1,99,000 and is available at an end-customer price of ₹1,48,998 within this month.

COLORFUL Technology Company Limited, a leading brand in gaming PC components, gaming laptops and HiFi audio products, today announced the launch of the iGame X870E ULTRA-S V14 motherboard in India. The latest addition to the company’s iGame Ultra series combines enthusiast-grade power delivery, high-speed storage, advanced connectivity and distinctive styling for gamers, PC enthusiasts and content creators.

Built on the AMD X870E chipset, the iGame X870E ULTRA-S V14 supports AMD Ryzen 7000, 8000 and 9000 Series processors through the AM5 socket. It features a 16+2+1-phase power design with 80A DrMOS, four DDR5 memory slots supporting up to 256GB of memory, and five M.2 slots, including three PCIe 5.0 x4 interfaces. The motherboard also integrates dual USB4 Type-C ports supporting data transfer speeds of up to 40Gbps.

Designed for high-performance desktop builds, the motherboard brings together flexible storage configurations, high-speed networking and processor support to address the needs of users building systems for gaming, multitasking and demanding creative workloads.

Distinctive Design Inspired by the iGame Ultra Series

The iGame X870E ULTRA-S V14 continues the youthful, hip-hop-inspired design language of the iGame Ultra family. Its black finish is complemented by extensive heatsink armour, graffiti-style typography and dot-matrix artwork. Pixel-inspired ARGB lighting beneath the VRM nameplate adds gradient illumination, enhancing the motherboard’s visual appeal.

Beyond aesthetics, the motherboard features an M.2 quick-release latch on its heatsink, enabling tool-free access to the M.2 SSDs beneath and simplifying storage upgrades and maintenance. The combination of distinctive styling and practical design features caters to PC builders seeking both performance and personalisation.

Robust Power Delivery for High-End AMD Ryzen Processors

The motherboard’s 16+2+1-phase power design with 80A DrMOS provides a robust power foundation for high-end AMD processors, including the AMD Ryzen 9 9950X3D. An integrated clock generator enables CPU base-clock adjustments, giving enthusiasts additional control over system tuning beyond conventional multiplier-based overclocking.

With support for AMD Ryzen 7000, 8000 and 9000 Series processors, the motherboard offers flexibility for users building gaming and productivity-oriented desktop systems.

PCIe 5.0 Storage and High-Speed Connectivity

The iGame X870E ULTRA-S V14 features five M.2 slots, comprising three PCIe 5.0 x4 and two PCIe 4.0 x4 interfaces, providing flexibility for high-speed SSD installations and expanded storage configurations. Four SATA 6Gb/s connectors offer additional storage options.

The rear I/O includes two USB4 Type-C ports supporting speeds of up to 40Gbps and 4K display output, alongside USB 3.2 Gen 2 and Gen 1 Type-A ports, USB 2.0 ports, HDMI and DisplayPort.

Networking capabilities include 5G LAN, Wi-Fi 7 and Bluetooth 5.4, providing high-speed wired and wireless connectivity for gaming, large-file transfers and demanding creative applications.

X3D AI Turbo Mode for Supported Ryzen 9000 X3D Processors

Developed through COLORFUL’s Shenzhen and Taipei research and development centres, X3D AI Turbo Mode is designed to optimise performance on supported AMD Ryzen 9000 X3D processors. The technology automatically adjusts Precision Boost Overdrive (PBO), temperature and power limits, and voltage settings to enhance gaming performance and help reduce frame-rate drops while maintaining multi-core productivity performance.

The feature aims to provide a balanced experience for gaming and everyday computing workloads on supported processors.

Pricing and Availability in India

The COLORFUL iGame X870E ULTRA-S V14 motherboard has been launched in India at a street price of ₹31999+ gst.

The FONE700+ ceiling speakerphone system brings uncompromised audio clarity to spacious environments, ensuring every participant is heard distinctly whether they are seated at the table, presenting at the front, or speaking from across the space. Driven by all-new AI noise reduction and advanced echo cancellation, it intelligently filters out background distractions and helps remote attendees follow the conversation effortlessly. For demanding enterprise workloads, the system expands to support up to five daisy-chained speakerphone units, extending consistent coverage while minimizing acoustic dead zones. It also supports seamless voice tracking, automatically directing connected AVer USB cameras to keep active speakers in view. Together, these capabilities support a more inclusive hybrid meeting experience and greater meeting equity by helping participants stay heard and visually connected to the conversation.

Key User Benefits at a Glance

• Natural, Scalable Hybrid Collaboration: Expand acoustic coverage by linking up to five units, tailored perfectly for expansive environments.
• Speaker-Focused Multi-Camera Tracking: Automatically direct compatible AVer USB cameras toward the person speaking, keeping remote participants fully engaged.
• Clean Installation, Streamlined Deployment: Free up table space and eliminate clutter with a sleek overhead design, powered by a single-cable architecture that fits professional layouts.
• Flexible UC Compatibility: Integrate easily with displays, Bluetooth® devices, and leading UC platforms — including Microsoft Teams, Zoom, and Google Meet™.

]]> https://channeltimes.com/aver-announces-fone700-scalable-ceiling-speakerphone-system-for-large-hybrid-meeting-spaces/feed/ 0 https://channeltimes.com/governing-the-unseen-mitigating-ai-threat-vectors-through-continuous-supply-chain-risk-management/ https://channeltimes.com/governing-the-unseen-mitigating-ai-threat-vectors-through-continuous-supply-chain-risk-management/#respond Thu, 22 Oct 2026 05:30:27 +0000 https://channeltimes.com/?p=16684 In an era of hyper-connected supply chains and rapid AI adoption, enterprise cybersecurity can no longer be viewed as an isolated internal function or a responsibility outsourced entirely to technology partners. Because operational control, technical expertise, and threat visibility are distributed across vendor ecosystems, enterprises and their technology providers must adopt a shared responsibility model anchored in defense-in-depth and continuous oversight. Relying on single-point security safeguards or one-time annual compliance exercises creates dangerous blind spots that attackers regularly exploit.

Building true cyber resilience and safely navigating emerging AI risks requires executing a proactive, ecosystem-wide governance framework across several core pillars. Organizations must enforce continuous third-party risk monitoring, implement contractual data boundary controls, maintain clear human oversight over AI models, and foster a year-round security culture that extends beyond seasonal awareness campaigns. “In a nutshell, neither the technology partner nor the enterprise/business can do it on their own. Because control is distributed, expertise is specialized, security requires layers and regulators demand it,” said Puneet Magan, Senior Director Information Security, Cloud & Infrastructure Services.

Why should enterprises and their technology partners mutually share responsibility about safeguarding the data?

In a nutshell, neither the technology partner nor the enterprise/business can do it on their own. Because control is distributed, expertise is specialized, security requires layers and regulators demand it. When both parties understand their role and execute it with transparency and accountability, that’s when data is actually protected. It’s not about splitting blame or transferring the risk. It’s about augmenting defenses. And in today’s threat environment, that approach is the difference between resilience and tragic disappointment.

Control is essentially divided in any technology partnership. The servers, platform security, and underlying technology are all under the vendor’s control. You are in control of how you utilise it, including who has access, how it is set up, and how your employees use the information. The full picture cannot be seen by either party. All the factors are not under the control of any particular party. Failing to act on this creates blind spots. Moreover, breaches take place in those blind spots. This truth is recognised by shared responsibility, which ensures that each side is actively protecting what is under their control.

Your technology partner has a broad understanding of platform security. They are aware of their technical controls, threat landscape, and vulnerabilities. You understand your own business extremely well, including how to classify data, comply with regulations, manage risk, and determine what is paramount to your operations. It takes both sets of expertise and information to be fully secure. Without business context, technical superiority may fall short. You receive complete protection when both parties share their knowledge, a task that neither could have achieved on its own.

Security collapses the moment it relies on any single safeguard. You need redundancy at every level. A vendor can lock down the platform end-to-end, but if your own people haven’t been trained to spot a phishing attempt, that’s still an open door. Flip it around: your internal controls can be airtight, but one unpatched flaw on the vendor’s side undoes all of it. Shared responsibility exists precisely to prevent this kind of single-point failure: when each side maintains independent safeguards, one party’s slip doesn’t automatically become a breach, because the other side’s controls are positioned to catch it or contain the damage. That’s defense in depth. That’s resilience. That’s how you actually survive a breach attempt.

Another important dimension is compliance. Every major framework expects both data controllers and data processors to implement appropriate safeguards. You cannot contractually outsource regulatory accountability. The regulator won’t care about your SLA. The expectation is that you have done the required due diligence, oversight, and implemented your own set of controls. If an enterprise can’t demonstrate that it has managed its own side of the responsibility, it could face regulatory consequences. Shared responsibility isn’t optional anymore.

How to safely mitigate AI threats in the current era?

Protecting our organizations from AI threats starts with governance. AI risk is business risk. We need clear controls across three lines of defense, and strong data security supported by transparency, fairness, and readiness to respond.

First, we must put governance before tools. Tools alone can’t fix a governance challenge. Bring your technology, security, compliance, and business people together through an AI steering committee. Set clear policies on which tools are approved, what training data can be used, and what guardrails need to be in place. And keep an AI register because an AI system isn’t logged doesn’t mean it stops being a risk. It just means you can’t see it anymore.

Next, look at AI-specific risks. What’s the system actually doing? Where are the vulnerabilities someone could exploit? Can you tell if performance is declining or if the data’s been tampered with and do you have a way to roll back safely if needed? This is where your three lines of defense matter. First line: before you deploy anything, run secure code reviews, validate your data, and test against adversarial attacks. Second line: once it’s running, watch for drift, attacks, and inconsistent performance, with backup procedures ready to kick in immediately. Third line: make sure your audit teams actually understand the technology well enough to challenge what they’re reviewing.

Then take a hard look at your vendors. Your contracts need to spell out who’s responsible for what, give you specific audit rights for AI systems, and lay out how you’ll handle incidents together. Lock down your training data with encryption, access controls, and audit logging. Data governance isn’t something off to the side, it sits right at the center of AI risk management.

Finally, make sure AI decisions can be explained. Check for bias and unequal impacts across different demographic groups before you launch and keep monitoring for fairness while the system’s in use. Build an incident response plan designed specifically for AI, one that’s fast enough to spot problems quickly, contain them, and roll back a compromised model before the damage spreads. Most importantly, give your people the skills and confidence to push back when someone says, “Our model is secure.”

How do enterprises ensure that the data stays within the partner ecosystem

Your data is valuable, and you can’t just assume vendors will always do the right thing.

We must start with clear contracts. Every vendor agreement needs to specify where data can go, which countries and data centers are authorized, and who they can share it with. No secondary uses, no surprises but contracts alone don’t work. You can’t enforce what you can’t see. That’s why you need technical controls. Monitor data movements in real time, encrypt with keys you hold, and log everything. If data goes somewhere, it shouldn’t, catch it immediately, not months later in an audit.

Audit vendors regularly too. Your contracts should give you the right to examine their systems and verify they’re following the rules. When you find violations, enforce consequences tied up with financial penalties and termination clauses. Control access tightly. Vendor staff who need your data get it. Those who don’t, don’t. Track every access, require multi-factor authentication, and alert immediately if someone tries to access data outside their role.

Internationally, keep data in the right places based on local laws. We must have clauses that let you audit immediately and walk away if the new owner doesn’t meet your standards. Don’t assume everything stays the same just because a contract exists.

How confident should you be that your data stays where it should? Pretty confident, if you do this right. Real contracts with real consequences, technical monitoring that never stops, and regular audits you actually conduct. Data governance isn’t a once-a-year checkbox. It’s something you actively manage every day.

Why is third-party risk management essential for enabling vendor risk monitoring and threat analysis?

Your vendors have access to your systems, your data, and your customers. That access creates risk. If you’re not actively managing it, you’re flying blind.

You can invest millions in securing your own infrastructure, but if a vendor gets breached and they have your customer data, you’ve inherited their security failure. Your defenses don’t matter if there’s a weak link in your supply chain. Third-party risk management gives you visibility into that supply chain. It shows you which vendors have access to what and whether they’re actually meeting your security standards.

Vendor risk monitoring means watching them continuously, not just at the start. Things change quickly, a vendor that was secure two years ago might have gotten complacent. They might have been acquired, they might have cut security costs etc. If you only check once, you miss all of that. Continuous monitoring catches problems early.

Threat analysis connects the dots. New vulnerabilities and attack methods emerge constantly. If there’s a ransomware campaign targeting cloud providers and you rely on them, that’s your risk too. Third-party risk management lets you understand how emerging threats could impact you through your vendors and respond proactively instead of reactively.

Here’s the reality: most organizations operate through ecosystems. You depend on dozens of third parties. Each one is a potential entry point for threats. Each one can create compliance issues.

Third-party risk management is what gives you visibility into that interconnected risk, enables effective vendor monitoring, and provides the data you need for meaningful threat analysis. Without it, you’re managing risk with one eye closed.

Views on Cybersecurity Awareness Month?

I get mixed feelings about Awareness month exercises. If this exercise is not treated like a checkbox. If we run a campaign in October, send emails, do a phishing simulation, and then November hits and everyone forgets. Security goes back to being invisible.

Cybersecurity awareness can’t be seasonal. It needs to be continuous!

The real work happens the other 11 months. It’s ongoing training. It’s building a culture where people actually care about security because they understand why it matters. It’s regular reminders, updated policies, real conversations about threats people face every day.

Awareness without reinforcement fades fast. People forget passwords. They fall for phishing. They reuse credentials. Not because they’re careless, but because security isn’t on their mind daily.

So, use October as a launching pad. Measure where you stand. Identify gaps. But don’t stop there. Make cybersecurity awareness part of how your organization operates year-round.

The organizations with the strongest security cultures aren’t the ones that do the best in October. They’re the ones that weave security thinking into everything they do, every month, every day. That is the real goal!