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Mar 2, 2025
AI Data Stack 100
AI Data Stack 100
The AI Data Stack is being rearchitected for context, speed, and scale.
As GenAI systems shift from experiments to enterprise workflows, a new data stack is emerging. Real-time pipelines, vector-native warehouses, semantic layers, and ML-ready governance are becoming the default infrastructure.
We mapped 100 companies driving this shift across the stack: from ingestion and orchestration to lineage, analytics, and model deployment. These are the tools turning passive data into real-time context — powering copilots, retrieval-augmented generation, and AI-native decision engines.
Explore market segments, growth signals, and founder profiles — all in one place.
The AI Data Stack is being rearchitected for context, speed, and scale.
As GenAI systems shift from experiments to enterprise workflows, a new data stack is emerging. Real-time pipelines, vector-native warehouses, semantic layers, and ML-ready governance are becoming the default infrastructure.
We mapped 100 companies driving this shift across the stack: from ingestion and orchestration to lineage, analytics, and model deployment. These are the tools turning passive data into real-time context — powering copilots, retrieval-augmented generation, and AI-native decision engines.
Explore market segments, growth signals, and founder profiles — all in one place.