Together AI and Joulent secure billions in fresh capital as the tech industry pivots from model development to the massive infrastructure and energy demands required to sustain the artificial intelligence boom.
The digital frontier is undergoing a massive structural realignment as capital flows away from speculative model labs and toward the hard infrastructure of the algorithmic state. In a week dominated by massive liquidity events, Together AI and Joulent have emerged as the primary beneficiaries of a market desperate to secure the computational and energetic foundations of the artificial intelligence era. This surge in capital comes as the industry acknowledges that the next phase of the digital revolution will be won or lost on the strength of the physical grid and the efficiency of the underlying silicon.
Together AI, a San Francisco-based provider of infrastructure for open-source models, announced an $800 million Series C funding round led by Aramco Ventures via its Prosperity7 arm. The deal values the company at $8.3 billion, a 2.5-fold increase in just 17 months. With annual bookings reportedly crossing $1.15 billion last quarter, the company is positioning itself as a high-performance alternative to the proprietary ecosystems of OpenAI and Anthropic. By providing tools to run open-source models more efficiently, Together AI claims to offer enterprise customers cost savings ranging from 6x to 60x compared to closed-model pricing. The funding round saw participation from Nvidia, Salesforce Ventures, and General Catalyst, signaling a broad industry consensus on the importance of open-source alternatives.
This shift toward open-source infrastructure represents a direct challenge to the dominance of established cloud hyperscalers. While many organizations remain tethered to Amazon Web Services and Google Cloud, the rise of specialized providers suggests a growing desire for digital sovereignty among enterprises wary of vendor lock-in and opaque pricing. Together AI plans to use the proceeds to fund a 50-fold expansion of its infrastructure footprint over the next five years. This includes the development of more than 500 megawatts of new compute capacity, a scale that rivals traditional utility providers.
Addressing the physical bottleneck of the AI expansion, Houston-based Joulent secured $1.75 billion in strategic financing from National Grid Ventures. Joulent builds energy infrastructure specifically tailored to the voracious demands of AI data centers. This massive capital injection underscores a grim reality: the future of technology is increasingly constrained by the physical limits of the power grid. As AI workloads become more compute-intensive, the availability of dedicated, high-capacity energy sources becomes the ultimate gatekeeper for tech expansion.
Further up the stack, the push for automation continues with 8090 Solutions, a startup co-founded by Chamath Palihapitiya, which raised $135 million in a round led by Salesforce Ventures to build enterprise software with coordinated AI agents. Meanwhile, the hardware sector is seeing its own massive movements; SK Hynix recently raised $26.5 billion in a U.S. equity offering, marking the second-largest equity offering ever, as it seeks to dominate the high-bandwidth memory market essential for AI chips.
As billions of dollars pour into these foundational layers, the message is clear: the architects of the new economy are no longer content with just building software. They are now moving to own the grid, the hardware, and the energy that powers them. For the citizen, this consolidation of power across the energy and compute sectors represents a new frontier of surveillance and control. By controlling the infrastructure, these entities secure a permanent seat at the table of the constitutional republic, wielding the power to decide who gets to compute and at what cost.
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.