Inflection AI
AI/LLM · Azure · Native (own / self-hosted weights)
Trains its own Inflection models (now enterprise-focused) on Azure supercompute.
Cloud · Azure
8 companies in the Modeling Warehouse run on Azure, and how directly they consume their foundational models. Avg Foundation Proximity Score 81/100.
AI/LLM · Azure · Native (own / self-hosted weights)
Trains its own Inflection models (now enterprise-focused) on Azure supercompute.
Platform · Azure · Native (own / self-hosted weights)
Microsoft operates primarily as a cloud-first organization running its internal and external services on Azure, backed by globally distributed, Microsoft-operated datacenters and a hybrid-cloud capable architecture.[1][4][6] Core business, productivity, and analytics workloads are delivered via Azure IaaS/PaaS (VMs, app services, databases) plus newer unified analytics platforms like Microsoft Fabric/OneLake, integrated with shared Microsoft services such as Microsoft 365 and identity.[1][5][7]
Industrial · Azure · Native (own / self-hosted weights)
Industrial Copilot built with Microsoft on Azure OpenAI over its own engineering/automation ML.
Mapping · Azure · Native (own / self-hosted weights)
Mapping/location; own routing/map ML plus a Microsoft-partnered conversational in-car assistant on Azure OpenAI.
Autonomous · Azure · Native (own / self-hosted weights)
Wayve runs a proprietary end-to-end embodied driving stack on Microsoft Azure, using large vision-world models (AI Driver, GAIA-3) trained on petabyte-scale fleet and simulated data via Azure Kubernetes Service, Azure Machine Learning, Databricks, and GPU clusters, then deploys a compressed model on in-vehicle compute for production driving.[7][9][12] The architecture replaces modular perception/mapping/planning with a single neural policy and related foundation models (driving, simulation, scenario classification, language explanation), all controlled via internal MLOps pipelines on Azure.[1][4][9][12]
DevTools · Azure · Cloud-hosted (Bedrock/Vertex/Azure)
GitHub runs on a large-scale, multi-service production platform hosted on Microsoft Azure, with operational patterns documented by GitHub/Microsoft materials and independent technical writeups. The data layer is commonly described as MySQL at scale with Vitess plus Redis and Elasticsearch, while GitHub also publishes substantial open-source infrastructure and developer tooling.
Legal AI · Azure · Cloud-hosted (Bedrock/Vertex/Azure)
Legal-domain assistant built on OpenAI via Azure with bespoke legal retrieval.
Vertical SaaS · Azure · Cloud-hosted (Bedrock/Vertex/Azure)
Trades/field-services SaaS on Azure; AI assistants via Azure OpenAI over job/CRM data.
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