Enterprise Domain-Specific Generative AI Platform
Articul8 is an enterprise generative AI platform, spun out of Intel in 2024, that builds domain-specific models and autonomous multi-agent systems for regulated industries such as energy, manufacturing, aerospace, semiconductors, and financial services. Its core technology, ModelMesh, autonomously routes tasks across general-purpose and proprietary domain-specific models without manual orchestration, and the platform can be deployed in a customer's private cloud, on-premises, or air-gapped environment for full data control.
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Articul8 was launched in January 2024 as an independent spin-out from Intel and DigitalBridge. As of January 2026, the company had raised over half of a planned $70M Series B round at a $500M pre-money valuation, and reported surpassing $90M in total contract value across 29 paying customers including Hitachi Energy, AWS, Franklin Templeton, and Intel.
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ModelMesh autonomous agent-of-agents reasoning and model-routing engine Domain-specific models for semiconductors, energy, supply chain, and finance LLM-IQ model evaluation and dynamic routing between models Deployable in private cloud, on-prem, or air-gapped environments Full observability, auditability, and traceability of AI decisions SOC 2 Type II compliant platform Continued pre-training and fine-tuning on customer proprietary data Available on AWS, Microsoft Azure, Google Cloud, and Databricks marketplaces
A regulated manufacturer or energy company uses Articul8 to deploy domain-tuned AI agents inside its own secure environment to analyze technical documentation, generate reports, and automate multi-step reasoning tasks, with a level of accuracy and auditability general-purpose LLMs can't guarantee in compliance-sensitive settings.