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AI & Agentic Data Infrastructure

AI & Agentic Data Infrastructure

Articles on the data infrastructure layer powering agentic AI systems — including variable-schema storage, vector embeddings, real-time retrieval, knowledge graphs, and the evolution from rigid databases to flexible data stacks for autonomous agents.

ai agentic data infrastructureJul 9, 20263 min

The Data Layer Underneath an Agentic System Must Handle Variable Schemas, Vector Embeddings, and Real-Time Retrieval

Digital-native startups are abandoning rigid, schema-first databases in favor of flexible data stacks that can absorb the variable schemas, vector embeddings, and real-time retrieval demands of autonomous AI agents.