Velaura AI raised $110 million to scale its ultra-low-power Titan Core platform, targeting the massive energy costs currently burdening major cloud providers and AI developers.
The escalating energy demands of the algorithmic state have met a new challenger. Velaura AI, a semiconductor startup focused on ultra-low-power silicon, announced a $110 million Series A funding round on August 18, 2026. Led by Seligman Ventures and supported by the Samsung Catalyst Fund, Capricorn Investment Group, and Maverick Silicon, the round values the company at over $1 billion. This capital injection targets the primary bottleneck of modern surveillance and data capitalism: the unsustainable power consumption of AI data centers that currently drives up costs for every developer using AWS, Google Cloud, or Linode.
Velaura’s proprietary Titan Core platform is designed for “physical AI” workloads, including robotics and autonomous systems. The company’s business model reflects a shift toward performance-based accountability, utilizing a royalty structure tied directly to a share of the customer’s power savings. This approach explicitly aligns the startup’s profits with the user’s ability to reduce overhead. With engagements already underway with three of the four largest cloud providers, Velaura’s technology is already deployed in more than 30 million chips, signaling a behind-the-scenes shift that could lower inference costs for those utilizing Anthropic, OpenAI, or ElevenLabs via major cloud marketplaces.
As hardware efficiency evolves, software giants are moving to consolidate control over AI spending. Snowflake announced the launch of its Cortex AI Gateway, featuring dynamic model routing derived from its Natoma acquisition. This technology allows enterprises to define cost and quality parameters, automatically selecting the most economical model for a given task using a feedback loop. By integrating models like DeepSeek-V4-Flash and GLM-5.3 into its private preview catalog, Snowflake is positioning itself as a centralized governance layer for the fragmented AI market, providing a native alternative to third-party tools like OpenRouter.
This trend toward centralized AI management is further evidenced by F5’s new Agentic-Ready AI Gateway. Designed to track “AI tokenomics,” the platform provides a unified control point for monitoring usage and spend across various model providers. For organizations managing multiple API keys and GitHub-hosted services, these gateways represent a double-edged sword: they offer necessary cost controls and security against AI-discovered vulnerabilities while further centralizing data flow through major infrastructure vendors. This comes as Palo Alto Networks also enters the fray with its Frontier AI Critical Defense Program, aiming to protect critical infrastructure against increasingly sophisticated digital threats.
While hardware and software providers race to optimize, the broader economic landscape remains volatile. U.S. government interest costs have reached an annualized $1.2 trillion, surpassing defense spending, while bond yields recently touched 6% before Treasury intervention provided a temporary reprieve. Despite these fiscal pressures, capital continues to flow into the AI sector. Natural recently secured a $100 million credit facility from Upper90 Capital Management to scale payments infrastructure specifically for AI agents, signaling that the transition toward an automated economy is accelerating despite growing worker uncertainty regarding job displacement.
The market for these protective and efficient technologies is expanding rapidly. The critical infrastructure protection market is projected to reach $206.31 billion by 2031, while network-attached storage is expected to surge to nearly $97.44 billion by 2032. Even as OpenAI pauses some model work over safety concerns, the momentum behind Anthropic and open-source alternatives suggests that the push for digital sovereignty will depend on whether these new efficiency-focused technologies can truly democratize access to compute or if they will simply further entrench the existing cloud giants.
Lisa Grant serves as a Staff Writer for Just Right News, where she spearheads the publication’s coverage of Technology, Data Capitalism, and Surveillance. With a focus on the encroaching influence of Big Tech on the American way of life, Grant brings a critical, liberty-minded perspective to the most complex digital issues of the modern era. Her reporting is defined by a deep-seated skepticism of centralized power and a commitment to protecting the privacy and autonomy of the individual against the rising tide of what she calls the “Algorithmic State.”
Grant’s unique insight into the tech industry is rooted in her upbringing in Palo Alto, California. Growing up in the epicenter of Silicon Valley, she witnessed firsthand the transformation of the technology sector from a hub of scrappy, freedom-loving innovators into a landscape dominated by monolithic corporations. This proximity to the birth of the digital revolution provided her with an insider’s understanding of the culture and motivations driving the industry. For Grant, the shift toward data capitalism—where personal information is harvested as a primary commodity—is not just a market evolution, but a fundamental challenge to traditional American values of property rights and personal privacy. She saw the “garage startup” ethos replaced by a culture of data-mining and social engineering, a transition that informs her vigilant reporting today.
Now based in Seattle, Washington, Grant operates from another of the nation’s primary technological frontiers. Her location in the Pacific Northwest allows her to observe the real-world consequences of the tech industry’s expansion, from the implementation of invasive surveillance technologies in urban centers to the growing partnership between corporate entities and municipal governance. By reporting from the ground in Seattle, she bridges the gap between the abstract world of coding and the tangible impact it has on citizens’ daily lives, often highlighting how local policies serve as a testing ground for broader national surveillance initiatives.
At the heart of her work for Just Right News is her acclaimed feature series, “The Algorithmic State.” Through this series, Grant explores the ways in which automated systems and artificial intelligence are increasingly used to bypass traditional legislative processes and social norms. She argues that the reliance on opaque algorithms to manage society threatens to erode the transparency and accountability essential to a free republic. Her work meticulously documents how data-driven governance can lead to a “soft” surveillance state that penalizes traditional viewpoints and rewards digital conformity.
Grant’s reporting is a vital resource for readers who are wary of the “nanny state” and the unchecked power of digital gatekeepers. She views the defense of the digital frontier as the next great battle for constitutional conservatives. By exposing the mechanisms of data capitalism and the quiet expansion of surveillance networks, she empowers her audience to reclaim their digital sovereignty. In an era where information is often weaponized by those in power, Lisa Grant remains a steadfast advocate for the truth, ensuring that the principles of liberty and individual agency are not lost in the transition to an increasingly digital world.