The Map · Updated May 2026
Seven layers of
the AI economy.
A living map of the companies building intelligence — from energy and silicon at the bottom to consumer applications at the top.
Currently tracking 440 companies across 55 categories with 38,889 open roles.
The Stack
Top → BottomL6
Applications & Products
AI Safety & TrustAI-Assisted DevelopmentConversational AI / AssistantsCreative & Media ToolsCustomer & Sales AIEnterprise AI & KnowledgeRobotics & Physical AIVertical AI
150Companies
L5
Orchestration & Frameworks
AI Data ToolsAgent Frameworks & SDKsEvaluation & TestingGuardrails & SafetyLLM Observability & TracingLow-Code AI BuildersPrompt & Context ManagementRAG & RetrievalTool Integration & ExecutionWorkflow & Task Orchestration
65Companies
L4
Models & Training
Audio & SpeechCode-Specialized ModelsEdge & Distributed InferenceFrontier Foundation Model LabsImage & Visual GenerationMLOps & Experiment TrackingModel Distribution & ServingRobotics & Embodied AI ModelsSpecialized & EmergingVideo Generation
65Companies
L3
Data & Storage
AI Data ToolsData Integration & PipelinesData Labeling & AnnotationData Platforms & WarehousesData Quality & GovernanceObject & File StorageSearch EnginesUnstructured Data ProcessingVector Databases
72Companies
L2
Cloud & Virtualization
Cloud Cost ManagementGPU Cloud / AI ComputeGeneral IaaS / HostingHyperscale Cloud PlatformsServerless Inference
22Companies
L1
Silicon & Compute
GPU & AI AcceleratorsGeneral-Purpose ProcessorsMemory & Storage SiliconNetworking SiliconOptical Interconnect & PhotonicsSemiconductor Foundries
27Companies
L0
Physical Infrastructure
Construction & EngineeringCooling & Thermal ManagementData Center OperatorsInfrastructure InvestmentPhysical ConnectivityPower Distribution & ElectricalPower Generation
39Companies