Staff/Senior AI/ML Engineer

Articul8, a spinout from Intel, raises over $35M at $500M valuation. Articul8, an enterprise AI company spun out of Intel in early 2024, has secured more than half of a planned $70 million funding round at a $500 million pre-money valuation, according to its CEO, as it looks to capitalize on growing demand for AI systems in regulated industries. The Series B funding round is structured in two installments, with the first led by Spain's Adara Ventures, Articul8 founder and CEO Arun K. Subramaniyan (pictured above, center) said in an interview. He declined to disclose the size of the initial installment, but said the company expects to close the round in the first quarter of this year. Articul8's valuation for its current funding round marks a roughly fivefold increase from the company's $100 million post-money Series A valuation in January 2024. Since then, the Santa Clara-based company said it has surpassed $90 million in total contract value - the cumulative value of all signed customer contracts - from 29 paying customers, including Hitachi Energy, AWS, Franklin Templeton, and Intel. Subramaniyan told TechCrunch that Articul8 was not under pressure to raise capital, describing the company as revenue-positive following a series of large enterprise contracts. The company expects to finish the year with annual recurring revenue of just over $57 million, Subramaniyan said, with roughly 45% to 50% of that already recognized. Articul8 develops specialized AI systems that operate within customers' own IT environments, rather than relying on shared, general-purpose models. Instead of selling standalone models, the company packages its technology as software applications and AI agents tailored to specific business functions, targeting regulated industries such as energy, manufacturing, aerospace, financial services, and semiconductors, where accuracy, auditability, and data control are critical. "Our competition is pretty much everybody," said Subramaniyan. "But today, the major competitors are the cloud service providers, because they have realized that their model, as the general-purpose [offerings], are all commodities." He added that Articul8's focus on specialized systems appeals to customers who need predictable results and clear audit trails, something that is harder to achieve with general-purpose models run on shared cloud platforms. Articul8 plans to use the Series B proceeds primarily to expand research and product development and to scale its operations internationally, with a focus on Europe and parts of Asia. Adara Ventures' participation will help speed-up the European expansion plan, as the European Investment Fund backs the Madrid-based VC firm's energy fund, Subramaniyan said. The company is also looking to scale in markets including Japan and South Korea, where it has begun working with large enterprise customers, he noted. India's Aditya Birla Ventures also participated in the ongoing round, Subramaniyan stated. Articul8 works with large tech groups including Nvidia and Google Cloud, Subramaniyan said, adding that Amazon Web Services is both a customer and a partner for the company on some deployments. The company employs 75 people, with about 80% focused on R&D, and teams spread across the U.S., Brazil, and India.

Articul8 reels in $35M+ for its AI application platform. Articul8 AI Inc., a startup that helps companies build artificial intelligence applications, has closed the first tranche of a $70 million funding round. TechCrunch reported today that the investment was worth over $35 million. Adara Ventures led the deal with participation from chipmaker NXC Corp., Aditya Birla Ventures and others. Articul8 is now valued at more than $500 million. Santa Clara, California-based Articul8 spun out of Intel Corp. in 2024 with the backing of DigitalBridge, a private equity firm currently being acquired by SoftBank Group Corp. It sells an AI platform derived from technologies developed by the chip giant. Intel uses the software to power an AI assistant that helps its engineers troubleshoot fab equipment. According to Articul8, its platform also lends itself to a range of other use cases. The software includes a collection of prepackaged AI agents that each focus on a different set of tasks. One analyzes manufacturers' engineering diagrams to find ways of making production lines more efficient. Another helps utilities optimize grid infrastructure. Articul8 also provides agents for banks, carmakers and other companies. The newest addition to Articul8's agent lineup, the Table Understanding Agent, debuted last month. It's designed to extract information from spreadsheets. According to Articul8, the agent is better than ChatGPT at data interpretation tasks such as determining whether a text snippet is the title of a column or a table. The agents that ship with Articul8's platform are based on custom AI models. Companies can use those models to build automation applications. Articul8 says that custom AI software can be deployed on its platform in under ten weeks, which is about four times faster than the rollout times offered by the competition. A built-in tool called LLM IQ Agent API helps developers identify the most suitable AI model for a new application. Usually, comparing AI models requires software teams to put together custom evaluation datasets, which can take a significant amount of time. Articul8 says the LLM IQ Agent API skips that step. Some applications use not one but multiple AI models. Articul8's platform includes a module called ModelMesh that can coordinate the models used by a service, monitor their performance and generate audit logs. The module works with not only the platform's built-in models but also third-party algorithms. Articul8 expects to generate $57 million in revenue this year. It currently has 29 customers, including Intel, Amazon Web Services Inc. and other tech industry players, and plans to grow its installed base by investing its newly raised funding in feature development and international expansion initiatives. The company expects to close its Series B round later this quarter. A message from John Furrier, co-founder of SiliconANGLE: Support its mission to keep content open and free by engaging with theCUBE community. Join theCUBE's Alumni Trust Network, where technology leaders connect, share intelligence and create opportunities. * 15M+ viewers of theCUBE videos, powering conversations across AI, cloud, cybersecurity and more * 11.4k+ theCUBE alumni - Connect with more than 11,400 tech and business leaders shaping the future through a unique trusted-based network. SiliconANGLE Media is a recognized leader in digital media innovation, uniting breakthrough technology, strategic insights and real-time audience engagement. As the parent company of SiliconANGLE, theCUBE Network, theCUBE Research, CUBE365, theCUBE AI and theCUBE SuperStudios - with flagship locations in Silicon Valley and the New York Stock Exchange - SiliconANGLE Media operates at the intersection of media, technology and AI. Founded by tech visionaries John Furrier and Dave Vellante, SiliconANGLE Media has built a dynamic ecosystem of industry-leading digital media brands that reach 15+ million elite tech professionals. Its new proprietary theCUBE AI Video Cloud is breaking ground in audience interaction, leveraging theCUBEai.com neural network to help technology companies make data-driven decisions and stay at the forefront of industry conversations.

GenAI company Articul8 AI raises Series B led by Adara Ventures, surpasses $500M valuation in under two years. Strong investor demand drives final strategic tranche to close in Q1 2026. January 07, 2026 10:00 ET | Source: Articul8 SANTA CLARA, Calif., Jan. 07, 2026 (GLOBE NEWSWIRE) - Articul8 AI, Inc. (Articul8), an enterprise generative artificial intelligence (GenAI) software company, today announced it has closed the first tranche of its Series B financing. The oversubscribed round was led by Adara Ventures, with strong participation from NXC Corporation, Aditya Birla Ventures, and other strategic investors. Reflecting strong investor demand, the company expects to complete a final, strategic Series B closing in Q1 2026 as it selectively finalizes participation from additional long-term partners. Upon completion, the Series B is expected to raise approximately $70M, bringing Articul8's valuation to over $500M, representing a five-fold increase from its Series A valuation in less than two years. Articul8 also continues to benefit from the ongoing support of strategic investors including DigitalBridge, which recently announced a pending acquisition by SoftBank, and Intel. In less than two years since its launch, Articul8 has surpassed $90 million in total contract value, representing more than 3x growth relative to its 2024 levels, driven by strong and accelerating enterprise customer demand for its secure, domain-specific GenAI Platform. Articul8's full-stack platform, powered by its proprietary ModelMesh(TM) reasoning engine, enables enterprises to build, deploy, and manage secure GenAI applications entirely within their own security perimeters while delivering contextualized, domain-specific outcomes. The platform has consistently outperformed general-purpose large language models. For example, Articul8's A8-Energy model achieved 96.9% accuracy across specialized regulatory and infrastructure topics, compared to 71.3% for general-purpose alternatives, while also outperforming them on critical energy-consumption benchmarks. In recent months, Articul8 has continued to improve accuracy across complex enterprise workflows with new table-understanding capabilities and domain-specific agents designed to reason over structured data and industry-specific knowledge. These advances further strengthen Articul8's ability to deliver precise, hyper-personalized, traceable outcomes in regulated and mission-critical environments where traditional general-purpose models often struggle. "We're at a clear inflection point for enterprise AI," said Arun Subramaniyan, Founder & CEO of Articul8. "Enterprises are starting to operationalize AI in environments where trust, precision, and accountability are non-negotiable. This new funding reflects the confidence our customers, partners, and investors have in our approach to enterprise AI, and it positions us to scale globally with the right long-term partners." Recent milestones underscore Articul8's accelerating enterprise and ecosystem leadership: being named the foundational GenAI provider for the Open Power AI Consortium (OPAI) by the Electric Power Research Institute (EPRI), in collaboration with NVIDIA; selection as a launch partner for Google's Agent-to-Agent (A2A) interoperability protocol; achievement of the Amazon Web Services (AWS) Generative AI Competency and the newly introduced AWS Agentic AI Specialization; selection by Meta and AWS for the exclusive Startups: Building with Llama program; and the launch of its next-generation multi-agent platform at the Paris Air Show to advance aerospace engineering workflows. "With strong momentum in energy, manufacturing, aerospace, financial services, semiconductors and other critical infrastructure sectors, Articul8 has already delivered measurable impact where precision, trust, and traceability are crucial," said Alberto Echeverri, Partner at Adara Ventures. "We are excited to support their next phase of growth as they continue to empower enterprises in these high-stakes environments." Proceeds from the Series B will be used to accelerate global expansion, deepen its proprietary reasoning technology, and support growing enterprise deployments across North America, Europe, Asia, and Latin America. "Articul8 via its vertically optimised Gen AI platform is helping enterprises globally in building and deploying Gen AI applications swiftly and cost-effectively by unlocking significant value in proprietary data," said Aryaman Vikram Birla, Founder, Aditya Birla Ventures. "We have strong belief and conviction in the founding team and the investment aligns with our vision to back outstanding founders building global businesses of tomorrow. Our endeavour is to open up Aditya Birla Group's global ecosystem and network for the growth of our portfolio companies." About Articul8 AI Articul8 enables enterprises to accelerate revenue and innovation by realizing the full potential of Generative AI. The company delivers a proprietary, domain-specific, full-stack enterprise-grade platform that is designed to be secure, vertically optimized, and fully self-contained. Articul8 is led by a core team of seasoned industry professionals with deep experience building and scaling products that deliver measurable business outcomes. For more information, please visit www.articul8.ai. About Adara Ventures Adara Ventures partners with founders with the capacity, courage, and vision to execute. Founded in 2005, the firm manages over $400 million in assets with a portfolio focused on early-stage companies specialized in cybersecurity, data applications and infrastructure, hardware components, digital health, space and energy transition technologies. For more information, visit www.adara.vc.