Articul8

Articul8 is an enterprise generative AI platform, spun out of Intel, that runs domain-specific models and agents inside a customer's own security perimeter. It is for energy, manufacturing, semiconductor, aerospace and financial organizations that cannot send engineering or operational data to a public AI service.

Articul8 is a generative AI platform for regulated and industrial enterprises, spun out of Intel on January 3, 2024, with DigitalBridge's venture arm, Fin Capital, Mindset Ventures and Intel as early backers. It grew from a proof of concept Intel built with Boston Consulting Group, which needed generative AI that kept its data on premises. CEO Arun Subramaniyan previously led AI and data center strategy at Intel. The platform is built around ModelMesh, an agentic reasoning engine that assembles teams of domain-specific agents and routes work across multiple models, plus LLM-IQ for model evaluation and routing. A Data Perception layer connects to more than 25 enterprise and operational systems, including SCADA, data historians, PLM, ERP, engineering drawings and sensor feeds, and builds a knowledge graph without moving the data. Articul8 also ships domain-specific models: A8-Semicon for Verilog and semiconductor work, A8-Energy developed with EPRI, A8-SupplyChain and A8-Fin. Buyers can run it as an Articul8-hosted service, in their own VPC, on premises or air-gapped, and it is listed on the AWS, Microsoft, Google Cloud and Databricks marketplaces. In January 2026 the company announced the first tranche of a Series B of about $70M led by Aditya Birla Ventures, at an expected valuation above $500M, and more than $90M in total contract value. In June 2026 it announced a strategic investment at a $500M pre-money valuation, with an unnamed industrial software partner embedding the platform and cumulative contract value above $100M. Its public case studies name only Intel, and accuracy figures such as 97% on energy tasks are company-reported.

Category

Enterprise Platform

Pricing

Subscription, Contact for pricing

Target Market

CIOs, CTOs, Heads of AI, Engineering Leaders

Deployment

Self-hosted, Multi-cloud

Founded

2024

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  ModelMesh

  An agentic reasoning engine that assembles domain-specific agent teams and routes each task across multiple models without hand-written orchestration rules.

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  Data Perception

  Connects to more than 25 operational and enterprise systems and builds a knowledge graph while the data stays in place.

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  Domain-specific models

  A8-Semicon, A8-Energy, A8-SupplyChain and A8-Fin target specialized engineering and finance work that general models handle poorly, per company benchmarks.

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  LLM-IQ

  A no-code agent that evaluates open and closed models across more than 25 real-world tasks to guide model selection.

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  Flexible deployment

  Runs hosted, in a customer VPC, on premises or air-gapped, which lets security teams keep sensitive data under their control.

• ✓
  Decision traceability

  Records reasoning flows and agent decisions with policy-driven access and audit controls for review in regulated environments.

• •
  Fab equipment root cause analysis

  Intel built a root cause application on the platform to cut fab equipment downtime, and Articul8 says it saved millions.

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  Consulting knowledge discovery

  An unnamed consulting firm used the platform for enterprise search and reported a 39% uplift in work completion rate.

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  Financial document analysis

  An unnamed financial data company automated data understanding and generated multimodal insights across 2 million financial documents with the platform.

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  Network topology mapping

  Telecom and infrastructure teams convert static logs and diagrams into a queryable graph to detect changes and validate policy.

No list price is published. The core subscription is a 12-month contract tiered by team size, data volume and growth stage, with domain-specific agents and models licensed separately. The AWS Marketplace listing is private-offer only as of November 9, 2026, and AWS infrastructure costs may apply on top.

This page was written from 9 sources, 5 on domains other than articul8.ai.

1. 1.articul8.ai — articul8.aivendor
2. 2.articul8.ai — productsvendor
3. 3.articul8.ai — case studiesvendor
4. 4.articul8.ai — aboutvendor
5. 5.aws.amazon.com — prodview jj5x2k63qzpym
6. 6.enterpriseaiworld.com — Articul8 AI Secures %24500M in Recent Funding Round Showcasi
7. 7.startuptalky.com — articul8 ai raises oversubscribed series b valuation to cros
8. 8.maginative.com — intel spins out generative ai software company articul8
9. 9.techintelpro.com — articul8 launches llm iq and network topology agents in aws