Quick wins for a faster PC:
Repair Windows errors before they cause bigger problemsFix Now →Scan for outdated or missing drivers - takes under a minuteDriver Scan →Clear out junk files and repair common Windows errorsFree Scan →Shadow AI is the use of AI tools or features at work without the organization’s authorization or oversight. It becomes a security and governance concern when staff use them to handle company information without clear rules, visibility, or safeguards—not simply because an employee opens a consumer AI service.
What is shadow AI?
Shadow AI is the AI-specific counterpart to shadow IT: tools, platforms, or use cases adopted outside an organization’s approval and oversight. For example, an employee might use a large language model to draft a report without considering whether the material entered into it is sensitive. IBM describes such use as emerging in part when company-provided tools do not meet workers’ needs (IBM, July 30, 2025).
The term can cover consumer AI services used with personal accounts as well as AI capabilities adopted without normal security and governance review. The precise boundary depends on an organization’s policies: a tool may be acceptable for public information but prohibited for customer records or internal plans. The important distinction is whether the organization has assessed and authorized the use, not whether the tool is popular or free.
Why are employees using AI tools their company has not approved?
Often, workers are trying to get a task done more effectively. In IBM’s 2025 survey, 80% of surveyed American office workers said they used AI in their roles, but only 22% said they relied exclusively on employer-provided tools. Nearly 40% preferred external AI solutions because of their features. These results came from a US subsample of 1,000 full-time office workers familiar with AI tools, within a 3,000-person North American survey conducted with Censuswide; they do not represent all workers or organizations.
Do these 3 things before closing this tab:
1Fix the driver behind crashes, sound loss and screen glitches2Clear out junk files and repair common Windows errors3Scan for outdated or missing drivers - takes under a minute#1 Best Overall
- Read Before You Buy — No Video Output: These adapters support charging and USB 2.0 data transfer, but cannot transmit video signals. Except for standard USB webcams (which use USB data only), they are not compatible with HDMI/DisplayPort cables, video-capable USB-C hubs, or docking stations with video output.
- Convert USB-A Ports to USB-C: Designed to connect USB-C earphones, cables, flash drives, card readers, and other USB-C accessories to standard USB-A ports. Plug-and-play with no drivers or software required.
- Aluminum Alloy Housing: Built with a sturdy aluminum alloy shell that aids in heat dissipation and protects against daily wear and scratches. Designed to maintain a stable and secure connection.
- Compact & Travel-Friendly: The ultra-compact design allows the adapter to stay plugged into your device without blocking adjacent ports or adding bulk, reducing wear and tear on your original USB ports.
- 12-Month Warranty: Backed by a 12-month manufacturer warranty for peace of mind. Designed to meet strict quality control standards for reliable everyday performance.
Respondents also saw potential value: 97% believed AI boosts productivity and 75% reported moderate to significant improvement. Those are workers’ perceptions, not results from a controlled productivity test. IBM also found that 60% of surveyed employees said hands-on learning would boost their AI usage. Taken together, the findings point to possible gaps in tool fit, access, guidance, or training; they do not prove that any single fix will eliminate unauthorized use.
What are the risks of shadow AI?
Sensitive information can be exposed
IBM’s 2025 Cost of a Data Breach Report release found that one in five organizations in its study reported a breach due to shadow AI. The underlying research, conducted by Ponemon Institute and sponsored and analyzed by IBM, covered breaches experienced by 600 organizations globally from March 2024 through February 2025. Among shadow-AI security incidents, 65% involved compromised personally identifiable information (PII), compared with 53% across the report’s global average; 40% involved compromised intellectual property, compared with 33% globally.
These findings support treating sensitive-data handling as a central control. They do not establish that every unapproved AI service stores or trains on submitted data; organizations need to assess the specific service and its terms, configuration, and data flows.
Rank #2
- 5-in-1 USB-C Hub: Experience comprehensive connectivity featuring a Power Delivery input, two USB-A 2.0 ports, a USB-A 3.0 port, and an HDMI port. (Note: The USB-C power delivery input port is only for connecting an external wall charger to power your laptop and cannot power peripheral devices.)
- 90W Pass-Through Charging: Achieve optimal charging with 90W pass-through power to your laptop, supported by a total input of 100W, with the hub reserving 10W for operational efficiency. (Note: Wall charger not included.)
- Quick Data Transfers: Accelerate your productivity with rapid data transfers using a high-speed 5Gbps USB 3.0 port and two 480Mbps USB 2.0 ports.
- 4K HDMI Display: Enhance your visual experience with a hub capable of delivering 4K resolution at 30Hz in both mirror and extend modes. Please note that this hub is compatible with MacBook (macOS 12 and newer), Windows 10 and 11, ChromeOS, and laptops equipped with DP Alt Mode and Power Delivery. Note: This device is not compatible with Linux.
- What You Get: Anker USB-C Hub (5-in-1, 4K HDMI), welcome guide, 18-month warranty, and our friendly customer service.
Visibility and access controls may be weak
In the same IBM report, 63% of breached organizations had no AI governance policy or were still developing one. Of organizations that did have AI governance policies, 34% performed regular audits for unsanctioned AI. IBM also reported that organizations with high shadow-AI levels had average breach costs $670,000 higher than organizations with low or no shadow AI. This is a comparison within the study, not proof that shadow AI alone caused the difference or a prediction of what any particular organization will pay.
The report separately found that 13% of organizations reported breaches of AI models or applications, and that 97% of those with such compromises lacked AI access controls. These figures concern AI-related breaches broadly, not shadow-AI incidents specifically.
Rank #3
- Sleek 7-in-1 USB-C Hub: Features an HDMI port, two USB-A 3.0 ports, and a USB-C data port, each providing 5Gbps transfer speeds. It also includes a USB-C PD input port for charging up to 100W and dual SD and TF card slots, all in a compact design.
- Flawless 4K@60Hz Video with HDMI: Delivers exceptional clarity and smoothness with its 4K@60Hz HDMI port, making it ideal for high-definition presentations and entertainment. (Note: Only the HDMI port supports video projection; the USB-C port is for data transfer only.)
- Double Up on Efficiency: The two USB-A 3.0 ports and a USB-C port support a fast 5Gbps data rate, significantly boosting your transfer speeds and improving productivity.
- Fast and Reliable 85W Charging: Offers high-capacity, speedy charging for laptops up to 85W, so you spend less time tethered to an outlet and more time being productive.
- What You Get: Anker USB-C Hub (7-in-1), welcome guide, 18-month warranty, and our friendly customer service.
AI systems bring security and quality considerations
NIST describes confidentiality, integrity, and availability risks affecting AI systems, their training and output data, and the software and hardware underneath them. It also identifies AI-specific concerns including evasion, model extraction, membership inference, and availability. These are risks to consider when assessing AI systems; they should not be read as a claim that ordinary use of a public chatbot necessarily involves such an attack. NIST notes that current frameworks do not comprehensively address every AI risk and that the field is changing rapidly (NIST AI Research – Security and Resilience).
Organizations may also need to consider output quality and compliance obligations. IBM identifies compliance violations and loss of control over sensitive business information as concerns. Applicable legal duties vary by jurisdiction, sector, and use case, so general AI guidance is not a substitute for organization-specific legal review.
Rank #4
- Dual Converters, Infinite Potential：Includes 2× USB C male to USB A female adapters and 2× USB A male to USB C female adapters. Perfect for a wide range of uses—tablets with Bluetooth keyboards, expand USB ports on macbook, and more. Two different converters for all your daily needs
- Next-Level 10Gbps & 3A Charging: No more slow 480Mbps, this usb to usb c adapter has a transfer speed of up to 10Gbps, allowing you to do more transferring in less time. This usb adapter fits both USB A and USB C charger, supporting up to 3A fast charging
- Upgraded Exquisite Craftsmanship: With an aluminum alloy housing and metal connector, the usbc to usb adapter is extremely durable and sturdy. Rigorously tested to withstand more than 10,000 times of plugging and unplugging, ensuring long-lasting performance
- Broad Compatible: The usb c to usb adapter widely supports all USB C/ USB A devices like laptops, tablets, cellphones, car chargers, and phone chargers. Such as compatible with MacBook Pro/Air 2023/2022, Thunderbolt 4/3 Devices,Apple MagSafe Watch 9/8/7/SE/Ultra, iPad Pro 2022/2021, Samsung Galaxy S23/S20/S10, and iPhone 17/16/15 Pro. Plug and play
- Please Note: To reach 10Gbps speed, keep the cable under 3.3 ft. For USB A Male to USB C adapters, try flipping the USB C connector. USB C Male to USB A adapters support bidirectional 10Gbps transfer within 3.3 ft
How can organizations detect and manage shadow AI?
1. Discover actual use
Inventory AI services and AI-enabled features in use, including the work they support and the kinds of information they handle. Use appropriate technical and administrative methods to identify unsanctioned use, while making clear that the goal is to manage risk and provide workable options—not to assume every use is harmful. IBM’s finding that only 34% of organizations with AI governance policies regularly audited for unsanctioned AI suggests that policy alone may not provide visibility.
2. Provide approved tools that fit real workflows
Ask employees which tasks they are trying to improve and where approved tools fall short. Assess whether the sanctioned options provide useful features, are accessible to the people who need them, and can handle the organization’s intended use cases. The workforce survey’s reported preference for external tools because of their features makes usability a governance issue as well as a productivity issue.
Best Value
- 5-in-1 Connectivity: Equipped with a 4K HDMI port, a 5 Gbps USB-C data port, two 5 Gbps USB-A ports, and a USB C 100W PD-IN port. Note: The USB C 100W PD-IN port supports only charging and does not support data transfer devices such as headphones or speakers.
- Powerful Pass-Through Charging: Supports up to 85W pass-through charging so you can power up your laptop while you use the hub. Note: Pass-through charging requires a charger (not included). Note: To achieve full power for iPad, we recommend using a 45W wall charger.
- Transfer Files in Seconds: Move files to and from your laptop at speeds of up to 5 Gbps via the USB-C and USB-A data ports. Note: The USB C 5Gbps Data port does not support video output.
- HD Display: Connect to the HDMI port to stream or mirror content to an external monitor in resolutions of up to 4K@30Hz. Note: The USB-C ports do not support video output.
- What You Get: Anker 332 USB-C Hub (5-in-1), welcome guide, our worry-free 18-month warranty, and friendly customer service.
3. Set practical data-handling rules
Tell staff what information may be entered into which tools, what is prohibited, and who can approve an exception. Make the rules concrete: distinguish public material from internal information, personal data, customer records, credentials, source code, and confidential business plans as relevant to the organization. Review access controls and service settings rather than assuming all AI products handle data in the same way.
4. Train with hands-on examples
Use realistic workflows to show how to choose an approved tool, handle data safely, and check AI-generated outputs before relying on them. IBM’s survey found that 60% of respondents said hands-on learning would boost AI usage. Training is more useful when employees can practice the approved route for the tasks they actually perform.
5. Match governance to the AI system and its use
NIST’s AI Risk Management Framework (AI RMF) is voluntary guidance for incorporating trustworthiness into the design, development, use, and evaluation of AI products, services, and systems. NIST says AI RMF 1.0 is being revised; its Generative AI Profile was released July 26, 2024. The framework is a risk-management aid, not a certification or a complete answer to legal compliance. NIST also describes work on implementation-focused control overlays for generative AI, predictive AI, and single-agent and multi-agent systems, with confidentiality, integrity, and availability among the focus areas (NIST AI Risk Management Framework).
For an organization, the useful question is whether its controls address the AI tools and workflows it actually uses: who can access them, what data they can process, how outputs are checked, and how risks are monitored. As NIST puts it, “The security and resilience of AI technologies is an area of active research, and challenges and potential solutions are changing very rapidly.”
Quick Recap
Product prices and availability are accurate as of the date/time indicated and are subject to change. Any price and availability information displayed on Amazon at the time of purchase will apply.
