
Articul8 AI is a technology company whose products transform enterprise data and expertise into powerful engines of growth, value and impact. Our full-stack GenAI platform is revolutionizing how enterprises harness their data and expertise to build expert-level Generative AI applications for their mission-critical challenges. Our products deliver enterprise-scale impact with ROI in hours to weeks. General-purpose GenAI models, while necessary, are not sufficient to deliver enterprise-specific decisioning and actioning. Our platform addresses this gap by making it straightforward for companies to build sophisticated, enterprise-scale and expert-level GenAI applications that encode their domain expertise. Our proprietary technology does the heavy lifting through autonomous decisions and actions, automated data intelligence, improved precision and relevance with industry knowledge encoded into Articul8's library of domain and task-specific models. We are purpose-built for regulated industries and meet the highest standards of compliance, data security, privacy and performance, including traceability and auditability at every step. We are trusted by leading global enterprises like AIAA, Itochu Techno-Solutions Corporation, Uptycs, AWS, NIQ, Intel and Franklin Templeton to transform their mission-critical work. We are the enterprise GenAI platform that simply works! For more information, please visit www.articul8.ai.

Articul8 AI is a technology company whose products transform enterprise data and expertise into powerful engines of growth, value and impact. Our full-stack GenAI platform is revolutionizing how enterprises harness their data and expertise to build expert-level Generative AI applications for their mission-critical challenges. Our products deliver enterprise-scale impact with ROI in hours to weeks. General-purpose GenAI models, while necessary, are not sufficient to deliver enterprise-specific decisioning and actioning. Our platform addresses this gap by making it straightforward for companies to build sophisticated, enterprise-scale and expert-level GenAI applications that encode their domain expertise. Our proprietary technology does the heavy lifting through autonomous decisions and actions, automated data intelligence, improved precision and relevance with industry knowledge encoded into Articul8's library of domain and task-specific models. We are purpose-built for regulated industries and meet the highest standards of compliance, data security, privacy and performance, including traceability and auditability at every step. We are trusted by leading global enterprises like AIAA, Itochu Techno-Solutions Corporation, Uptycs, AWS, NIQ, Intel and Franklin Templeton to transform their mission-critical work. We are the enterprise GenAI platform that simply works! For more information, please visit www.articul8.ai.
What they do: Enterprise-focused GenAI platform that builds domain-specific models and an agentic orchestration layer (ModelMesh) for regulated industries
Origins: Spun out of Intel following an Intel–BCG proof-of-concept (launched early 2024)
Leadership: Founder & CEO: Arun K. Subramaniyan
Recent financing: Reportedly more than half of a planned $70M Series B raised as of Jan 2026 at a reported $500M pre-money valuation
Enterprise GenAI for regulated industries (semiconductors, energy, supply chain, finance, etc.)
2024
Technology, Information and Internet
$70M (planned)
Company reported it had raised more than half of the planned $70M Series B as of January 7, 2026 at a reported $500M pre-money valuation.
Early-stage financing and strategic backing reported around the time of the spinout.
“Intel retains an undisclosed stake and strategic backing; reported participation from DigitalBridge at spinout and participation from Aditya Birla Ventures in the Series B process”
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About us: At Articul8 AI, we relentlessly pursue excellence and create exceptional AI products that exceed customer expectations. We are a team of dedicated individuals who take pride in our work and strive for greatness in every aspect of our business.
Job Description: Articul8 AI is seeking an exceptional Principal AI Researcher to join us in shaping the future of Generative Artificial Intelligence (GenAI). As a member of our Applied Research team, you will be responsible for conducting cutting-edge research to advance the capabilities of our AI systems. Your role will involve designing, implementing, and evaluating novel approaches to improve our GenAI models, working at the intersection of GenAI research and product development.
Serve as the subject matter expert in various domains of GenAI research and development, including:
Data pipelines: Design and optimize data processing workflows for large-scale model training
Training methodologies: Implement pre-training, mid-training, and post-training strategies and optimization techniques
Reinforcement learning: Develop RL algorithms for GenAI and with applications in decision-making, personalization, and several other tasks
Multimodal AI: Create systems that effectively process and generate across text, image, audio, and video modalities
Personalization: Design and implement tailored GenAI experiences by understanding user behavior, preferences, and contexts to deliver customized content and recommendations
Knowledge representation and retrieval: Develop techniques for effectively representation of information and knowledge elicitation, as well as search and retrieval.
Play a technical leadership role in designing, developing, and scaling novel algorithms and models by taking them from research prototypes to production-ready systems that deliver real-world impact
Lead groundbreaking research initiatives in GenAI by identifying high-impact problems, designing innovative experiments, and developing solutions that advance both theoretical understanding and practical applications.
Drive strategic decision-making processes by contributing to technology assessment, roadmap planning, and identifying areas for innovation that align with Articul8's business objectives.
Partner with cross-functional teams to integrate cutting-edge research findings into products and maintain our technological leadership in the market.
Monitor and analyze emerging trends in generative AI and related fields, sharing valuable research contributions through publications at prestigious conferences and journals.
Mentor and guide junior team members and help building a strong culture of rapid innovation.
Required Qualifications:
Education: PhD/MSc degree in Computer Science, Machine Learning (ML), or a related field.
Professional experience: 8+ years of experience as an AI researcher with a track record of applied research and/or product development (out of which, at least 3+ years should be on actively developing GenAI technologies).
Core technical skills:
Experience developing tools, libraries, and infrastructure for data preprocessing, model training/finetuning, and deployment of LLMs in research and production environments.
A strong background in parallel/distributed computing on the cloud.
Machine learning, deep learning, probability theory and statistics, natural language processing, computer vision, data wrangling and preparation, model evaluation and interpretation.
Programming Skills: Proficiency in programming languages such as Python and experience working with version control systems (e.g., Git) and collaborating on code repositories is crucial.
Preferred Qualifications:
Professional Attributes:
If you're ready to join a team that's changing the game, apply now to become a part of the Articul8 team.