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Evidence-derived market map

The stack

Capability layers from the taxonomy. Company placement follows published evidence and reflects indexed coverage, never a complete market map.

GPU cloud

Rentable GPU-backed virtual machines or clusters sold as cloud infrastructure.

24 shown49 assignments
Observability

Companies selling monitoring, logging, tracing, and error tracking.

24 shown110 assignments

Subcategories

AI observability/evaluation66Infrastructure/APM14Incident response13Logs/traces12Error monitoring5
Inference API

Hosted model APIs returning completions, embeddings, or generations.

24 shown70 assignments
Hyperscaler

Global-scale multi-service cloud platforms (AWS, Azure, Google Cloud class).

10 shown
Vertical AI software
24 shown905 assignments
Other / unknown

Capability that does not fit any defined category or is undetermined. Always available as a Jev outcome.

24 shown710 assignments
Banking/financial services
24 shown276 assignments
Professional services

Human-led consulting, staffing, outsourcing, or managed operations sold as a service.

24 shown268 assignments
Assistants/agents
24 shown259 assignments
Automation
24 shown166 assignments
Payment processing
24 shown160 assignments
Agent data infrastructure

Systems that govern and deliver business data or context to AI agents during execution.

24 shown150 assignments

73 additional layers are available in the category taxonomy.