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Why Organizations Need To Focus More On Combating Network Brownouts
Network brownouts can lead to reduced customer satisfaction, loss of revenue, and damage to an organization’s reputation.
It’s safe to say that most people recognize that network blackouts and outages are a huge problem that needs to be addressed as quickly and effectively as possible. And while we’ve made great strides in that regard, there’s another major issue that isn’t getting as much attention as it should. The issue in question is network brownouts.
According to this report from Juniper, persistent network brownouts are the third biggest risk IT organizations face today, only behind total outages and security breaches, and rather worryingly, most brownouts (61%) are not detected by IT teams as the monitoring mechanisms are often only equipped to detect total outages. What’s more, the average annual cost of brownout-induced downtime alone is estimated to be $600,000 per organization.
Black? Brown? What’s The Difference?
An outage, or blackout, refers to a complete lack of availability of a network. A brownout, on the other hand, refers to a period where the network is running, albeit at a significantly reduced level of performance, hurting the overall quality of service. Network brownouts are also known as “unusable uptime”.
Network brownouts can make an organization’s products or services frustrating to use, leading to reduced customer satisfaction and even an overall decline in employee productivity. These issues almost always result in loss of revenue, and persistent brownouts can also greatly damage the organization’s reputation.
So What Causes A Network Brownout?
1- Overload
As with network outages, an overload is usually the main cause of a brownout. A network overload occurs when the traffic flowing through the network is much higher than it is equipped to handle. This overwhelming traffic can result in reduced availability of network resources, leading to low bandwidth and high latency. Network overloads can have several causes, including increased traffic, faulty equipment, and even DDoS attacks.
2- Faulty Or Legacy Equipment
It is an absolute must for organizations to keep monitoring their network infrastructure to isolate any weak points. These weak points may exist in the form of faulty or even sometimes obsolete equipment. While network components like routers or switches are quite reliable, failures can still occur. These failures could disrupt the flow of traffic through the network, resulting in more congestion, which could cause a brownout. And if there’s a failure in a critical network component, this could lead to a total outage.
Any form of obsolete legacy equipment could also cause a brownout as these devices may not be able to cope with ever-increasing network demands.
3- External Network Issues
In some cases, brownouts can also be caused by issues outside an organization’s control. For example, ISP networks are also prone to the same issues organizations face. Failures in an ISP’s network infrastructure could also have a significant impact on an organization’s network and quality of service.
How Can Organizations Avoid Network Brownouts?
1- More Effective Monitoring Solutions Are A Must
Most brownouts aren’t detected by IT teams. Rather, it is the customer or another employee that is usually first to detect and report such issues. When it comes to issues that affect network operations, responding quickly is key. Quick detection means quick resolution.
By detecting issues instantly, IT teams can resolve them swiftly and ensure they don’t plague the network for long. It is imperative for organizations to implement better monitoring solutions that can detect even slight drops in performance. This ensures quick resolution of issues, helping IT teams keep their networks up and running with minimum disruption, resulting in an overall increase in network quality.
2- Keep All Hardware Up To Date
As network demands continue to rise, it is important to prepare for increased requirements by investing in the latest and greatest network infrastructure. In an era where organizations across all verticals are increasingly reliant on IT and the availability of network resources for their services, they simply cannot afford to cut corners when it comes to their network infrastructure.
3- Optimize Bandwidth Usage
Organizations should ensure that they are wisely using the available network resources and bandwidth without putting too much strain on any particular server or network component.
This can help eliminate or at least limit congestion, which is the main cause of both brownouts and blackouts, depending on severity.
Network segmentation and load balancing are some of the most effective ways for organizations to optimize their bandwidth usage.
Network segmentation involves splitting the network into distinct components based on the role they play. These segments (also known as subnets) are isolated from the rest of the network and can function independently. Network segmentation enables organizations to prioritize and allocate network resources efficiently to different network segments depending on how critical they are to the overall functioning of the network. Moreover, issues with one segment are unlikely to spill over to other segments, reducing the likelihood of a brownout.
Load balancers enable organizations to evenly distribute traffic across the network to avoid overwhelming a single server or component with too much traffic. This can prevent bottlenecking and can smooth the flow of traffic throughout the network.
4- Implement Network Redundancy
Implementing redundancy in the network infrastructure is easily one of the most reliable ways to ensure smooth connectivity and stable performance. Organizations can either implement network redundancy by creating alternate paths for the flow of traffic within the network or use redundant hardware components that can automatically take over in case of a failure. Ultimately, these redundant systems can serve as an effective backup when facing issues with primary network components. These redundant components help with creating an effective failover mechanism, significantly reducing the frequency and severity of a brownout.
Takeaway
With organizations becoming increasingly reliant on IT, not just for their services, but also for their internal processes and operations, it’s safe to say they simply cannot afford any disruptions. Time is money and downtime is money lost. Organizations must invest in robust and reliable network monitoring solutions that enable them to instantly detect any issues in their network infrastructure so they can rectify them as soon as possible.
News
Can AI Save Your Relationship? This New “Wingman” App Thinks It Can
Built by wives and designed for husbands, Good Husband is a new Claude-powered AI communication coach aiming to help men navigate difficult relationship conversations, one text at a time.
We’ve officially crossed the rubicon where artificial intelligence is no longer just optimizing our spreadsheets, fixing our code, or generating corporate slide decks. It’s moving into the most fragile, inherently messy sandbox of all: human relationships.
According to research from the Centre for the Governance of AI’s Global Dialogues study, a staggering 42.8% of people globally already lean on AI for emotional support or personal issues at least once a week. Now, a new consumer tech platform wants to institutionalize that habit for men who find themselves staring blankly at a text thread, totally at a loss for words.
Enter Good Husband, an AI-powered relationship communication wingman that has officially launched to help men navigate high-stakes, emotionally charged conversations with their partners.
Built by entrepreneurs and long-time business partners Zainab Imichi Alhassan and Sarah Curtis, the platform wasn’t designed to replace couples therapy. Instead, it acts as a real-time translator for the digitally tongue-tied. The premise is simple: many men care deeply about their partners but lock up when it comes to emotional articulation or resolving conflicts.
“Good Husband is for the man who already cares. He just needs the words,” co-founder Zainab Imichi Alhassan explained. “Often the issue is not a lack of care, it’s a lack of confidence in how to express what you’re trying to say in the moment”.
How It Works: Warm, Direct, Or “Your Voice”

Operating entirely in a web browser without the need for partner participation or lengthy onboarding, the platform allows users to paste a text message, describe a tense situation, or explain an ongoing argument. The AI then spits back three distinct text response options: Warm, Direct, and Your Voice.
For those who actually want to learn from their communication missteps rather than just copying and pasting a quick fix, the platform features a coaching mode. This tool deconstructs the underlying emotional dynamics of the conversation, explaining why a partner might be upset and how to address the root issue.
While the baseline platform runs on Anthropic’s Claude AI to handle multilingual, global conversations, subscribers can unlock a hyper-personalized layer called Better Husband. By feeding the AI a localized relationship profile — including love languages, key dates, communication preferences, and recurring areas of tension — the tool moves away from generic advice and moves toward bespoke conflict resolution.
This pivot toward emotional utility marks a fascinating shift in consumer tech. As we see more platforms leverage advanced language models to solve hyper-specific human pain points, the intersection of tech and regional innovation continues to prove that AI’s most valuable feature might not be productivity, but empathy amplification.
“The opportunity is not to replace human connection but to strengthen it,” says co-founder Sarah Curtis. “Technology has changed how we work, learn and communicate. We believe it can also help people become more thoughtful partners”.
Pricing And Future Roadmap
Good Husband is launching with a tiered subscription model:
- Free Plan: Includes 5 baseline conversations per month.
- Good Husband ($9/month): Unlocks unlimited conversations, Coaching Mode, tone selection, and the Better Husband profile.
- Great Husband ($19/month): Adds automated date reminders (birthdays, anniversaries), situation playbooks, and love language coaching.
The web-based launch is only phase one. The company is already building a WhatsApp-native experience — allowing men to pull their AI wingman directly into their daily chat flows — alongside a future mobile app featuring coaching streaks and proactive communication prompts.
Whether outsourcing your relationship articulation to a large language model sounds like the future of emotional intelligence or a dystopian shortcut, one thing is clear: the AI wingman era has arrived.
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