Beyond Market Intelligence/Context-Aware AI

Context-Aware AI

Beyond Market Intelligence keeps Context-Aware AI in one place: one story so far. The section currently leads with “How DoorDash builds agentic AI from legacy prediction models”. Sudeep Das walks us through DoorDash's move from one-shot predictions to a platform built for context-aware recommendations. Acme AI is the next-generation, AI-powered spreadsheet platform built to replace Excel and redefine how analysts, data scientists, and enterprise teams work… The list below is every Context-Aware AI story on Beyond Market Intelligence, newest first.

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How DoorDash builds agentic AI from legacy prediction models

Sudeep Das walks us through DoorDash's move from one-shot predictions to a platform built for context-aware recommendations. It's a shift from static models to something more adaptive, using language-native memory and semantic IDs to keep pace with real consumer behavior. The grounded search piece matters too, as it ties relevance directly to conversion. For anyone wrestling with how to scale AI beyond isolated tasks, this is a practical look at what agentic systems actually require.