Technology
Predicting the Future: How SD-WAN Will Impact the Future of Networking and MPLS

The demand for high-speed, reliable, secure networking solutions has grown exponentially in today’s fast-paced digital world. Traditional networking technologies, such as Multiprotocol Label Switching (MPLS), have been the backbone of enterprise networks for years.
However, as technology advances and businesses embrace cloud computing and remote working, the limitations of MPLS have become apparent. Explore the future impact of Software-Defined Wide Area Networking (SD-WAN) on the networking landscape and how it surpasses MPLS in meeting the evolving demands of modern businesses and has thus sparked the sd wan vs mpls debate.
Understanding SD-WAN
SD-WAN is a revolutionary networking technology that simplifies managing and operating a vast area network (WAN). Unlike MPLS, which relies on dedicated physical connections, SD-WAN utilizes software-based controllers to efficiently direct traffic across the network. This allows for dynamic path selection, load balancing, and increased network flexibility.
The Limitations of MPLS
MPLS has been the standard for many organizations, offering reliability and predictable performance. However, it needs to improve in several aspects that hinder its ability to meet the demands of today’s dynamic business environment. MPLS is expensive, requiring significant upfront investments in hardware and infrastructure. Additionally, MPLS needs more agility to adapt to rapidly changing network requirements, leading to longer deployment times and potential bottlenecks.
Advantages of SD-WAN over MPLS
Cost-Effectiveness and Scalability
SD-WAN provides a cost-effective alternative to MPLS, leveraging existing internet connections and eliminating the need for costly dedicated lines. This cost reduction is particularly beneficial for small and medium-sized enterprises (SMEs) looking to optimize their network infrastructure without breaking the bank. Moreover, SD-WAN’s scalability allows businesses to quickly expand their network without requiring extensive hardware upgrades.
Improved Network Performance and Security
SD-WAN optimizes network performance by dynamically routing traffic through the most efficient paths. This ensures critical applications receive the bandwidth they require, enhancing user experiences. Additionally, SD-WAN incorporates advanced security features, such as encryption and firewalls, safeguarding data during transit and protecting against cyber threats.
Flexibility and Agility
Unlike MPLS, SD-WAN enables businesses to adapt to changing network demands quickly. The software-based approach allows for centralized management, making deploying new sites, adding bandwidth, or prioritizing specific applications easier. This flexibility is essential in today’s dynamic business landscape, where agility can be a competitive advantage.
Simplified Network Management
SD-WAN offers a user-friendly, centralized management interface that simplifies network monitoring and troubleshooting. This ease of management reduces the burden on IT teams and empowers them to focus on strategic initiatives rather than routine network maintenance tasks.
SD-WAN Adoption Trends
As businesses seek to enhance their network capabilities, SD-WAN adoption has increased. A recent survey indicated that over 50% of enterprises have implemented or planned to deploy SD-WAN shortly. This trend is expected to continue as organizations recognize the benefits of SD-WAN in improving network performance and reducing costs.
Challenges in SD-WAN Implementation
While SD-WAN offers numerous advantages, its implementation comes with challenges. Integrating SD-WAN into an existing network infrastructure requires careful planning and consideration. Issues such as data security, compatibility, and training of IT personnel are essential factors to address during the implementation process.
Future Predictions for SD-WAN
The future of networking undoubtedly revolves around SD-WAN. The demand for agile, secure, and cost-effective networking solutions will only grow as businesses embrace digital transformation and cloud technologies. SD-WAN’s ability to provide seamless integration with cloud services and deliver superior network performance positions it as a pivotal technology for the future.
Conclusion
In conclusion, SD-WAN represents a game-changing technology that will significantly impact the future of networking. Its cost-effectiveness, improved performance, security, and flexibility make it a preferred choice for modern businesses. As cloud adoption rises and digital transformation becomes essential, SD-WAN’s relevance will grow stronger, settling the sd wan vs mpls debate to a good measure.
Technology
Pintarnya raises $16.7M to power jobs and financial services in Indonesia

Pintarnya, an Indonesian employment platform that goes beyond job matching by offering financial services along with full-time and side-gig opportunities, said it has raised a $16.7 million Series A round.
The funding was led by Square Peg with participation from existing investors Vertex Venture Southeast Asia & India and East Ventures.
Ghirish Pokardas, Nelly Nurmalasari, and Henry Hendrawan founded Pintarnya in 2022 to tackle two of the biggest challenges Indonesians face daily: earning enough and borrowing responsibly.
“Traditionally, mass workers in Indonesia find jobs offline through job fairs or word of mouth, with employers buried in paper applications and candidates rarely hearing back. For borrowing, their options are often limited to family/friend or predatory lenders with harsh collection practices,” Henry Hendrawan, co-founder of Pintarnya, told TechCrunch. “We digitize job matching with AI to make hiring faster and we provide workers with safer, healthier lending options — designed around what they can reasonably afford, rather than pushing them deeper into debt.”
Around 59% of Indonesia’s 150 million workforce is employed in the informal sector, highlighting the difficulties these workers encounter in accessing formal financial services because they lack verifiable income and official employment documentation.
Pintarnya tackles this challenge by partnering with asset-backed lenders to offer secured loans, using collateral such as gold, electronics, or vehicles, Hendrawan added.
Since its seed funding in 2022, the platform currently serves over 10 million job seeker users and 40,000 employers nationwide. Its revenue has increased almost fivefold year-over-year and expects to reach break-even by the end of the year, Hendrawn noted. Pintarnya primarily serves users aged 21 to 40, most of whom have a high school education or a diploma below university level. The startup aims to focus on this underserved segment, given the large population of blue-collar and informal workers in Indonesia.
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“Through the journey of building employment services, we discovered that our users needed more than just jobs — they needed access to financial services that traditional banks couldn’t provide,” said Hendrawan. “We digitize job matching with AI to make hiring faster and we provide workers with safer, healthier lending options — designed around what they can reasonably afford, rather than pushing them deeper into debt.”

While Indonesia already has job platforms like JobStreet, Kalibrr, and Glints, these primarily cater to white-collar roles, which represent only a small portion of the workforce, according to Hendrawan. Pintarnya’s platform is designed specifically for blue-collar workers, offering tailored experiences such as quick-apply options for walk-in interviews, affordable e-learning on relevant skills, in-app opportunities for supplemental income, and seamless connections to financial services like loans.
The same trend is evident in Indonesia’s fintech sector, which similarly caters to white-collar or upper-middle-class consumers. Conventional credit scoring models for loans, which rely on steady monthly income and bank account activity, often leave blue-collar workers overlooked by existing fintech providers, Hendrawan explained.
When asked about which fintech services are most in demand, Hendrawan mentioned, “Given their employment status, lending is the most in-demand financial service for Pintarnya’s users today. We are planning to ‘graduate’ them to micro-savings and investments down the road through innovative products with our partners.”
The new funding will enable Pintarnya to strengthen its platform technology and broaden its financial service offerings through strategic partnerships. With most Indonesian workers employed in blue-collar and informal sectors, the co-founders see substantial growth opportunities in the local market. Leveraging their extensive experience in managing businesses across Southeast Asia, they are also open to exploring regional expansion when the timing is right.
“Our vision is for Pintarnya to be the everyday companion that empowers Indonesians to not only make ends meet today, but also plan, grow, and upgrade their lives tomorrow … In five years, we see Pintarnya as the go-to super app for Indonesia’s workers, not just for earning income, but as a trusted partner throughout their life journey,” Hendrawan said. “We want to be the first stop when someone is looking for work, a place that helps them upgrade their skills, and a reliable guide as they make financial decisions.”
Technology
OpenAI warns against SPVs and other ‘unauthorized’ investments

In a new blog post, OpenAI warns against “unauthorized opportunities to gain exposure to OpenAI through a variety of means,” including special purpose vehicles, known as SPVs.
“We urge you to be careful if you are contacted by a firm that purports to have access to OpenAI, including through the sale of an SPV interest with exposure to OpenAI equity,” the company writes. The blog post acknowledges that “not every offer of OpenAI equity […] is problematic” but says firms may be “attempting to circumvent our transfer restrictions.”
“If so, the sale will not be recognized and carry no economic value to you,” OpenAI says.
Investors have increasingly used SPVs (which pool money for one-off investments) as a way to buy into hot AI startups, prompting other VCs to criticize them as a vehicle for “tourist chumps.”
Business Insider reports that OpenAI isn’t the only major AI company looking to crack down on SPVs, with Anthropic reportedly telling Menlo Ventures it must use its own capital, not an SPV, to invest in an upcoming round.
Technology
Meta partners with Midjourney on AI image and video models

Meta is partnering with Midjourney to license the startup’s AI image and video generation technology, Meta Chief AI Officer Alexandr Wang announced Friday in a post on Threads. Wang says Meta’s research teams will collaborate with Midjourney to bring its technology into future AI models and products.
“To ensure Meta is able to deliver the best possible products for people it will require taking an all-of-the-above approach,” Wang said. “This means world-class talent, ambitious compute roadmap, and working with the best players across the industry.”
The Midjourney partnership could help Meta develop products that compete with industry-leading AI image and video models, such as OpenAI’s Sora, Black Forest Lab’s Flux, and Google’s Veo. Last year, Meta rolled out its own AI image generation tool, Imagine, into several of its products, including Facebook, Instagram, and Messenger. Meta also has an AI video generation tool, Movie Gen, that allows users to create videos from prompts.
The licensing agreement with Midjourney marks Meta’s latest deal to get ahead in the AI race. Earlier this year, CEO Mark Zuckerberg went on a hiring spree for AI talent, offering some researchers compensation packages worth upwards of $100 million. The social media giant also invested $14 billion in Scale AI, and acquired the AI voice startup Play AI.
Meta has held talks with several other leading AI labs about other acquisitions, and Zuckerberg even spoke with Elon Musk about joining his $97 billion takeover bid of OpenAI (Meta ultimately did not join the offer, and OpenAI denied Musk’s bid).
While the terms of Meta’s deal with Midjourney remain unknown, the startup’s CEO, David Holz, said in a post on X that his company remains independent with no investors; Midjourney is one of the few leading AI model developers that has never taken on outside funding. At one point, Meta talked with Midjourney about acquiring the startup, according to Upstarts Media.
Midjourney was founded in 2022 and quickly became a leader in the AI image generation space for its realistic, unique style. By 2023, the startup was reportedly on pace to generate $200 million in revenue. The startup sells subscriptions starting at $10 per month. It offers pricier tiers, which offer more AI image generations, that cost as much as $120 per month. In June, the startup released its first AI video model, V1.
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Meta’s partnership with Midjourney comes just two months after the startup was sued by Disney and Universal, alleging that it trained AI image models on copyrighted works. Several AI model developers — including Meta — face similar allegations from copyright holders, however, recent court cases pertaining to AI training data have sided with tech companies.
Got a sensitive tip or confidential documents? We’re reporting on the inner workings of the AI industry — from the companies shaping its future to the people impacted by their decisions. Reach out to Rebecca Bellan at [email protected] and Maxwell Zeff at [email protected]. For secure communication, you can contact us via Signal at @rebeccabellan.491 and @mzeff.88.
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