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Startups & Venture·October 14, 2026·1 min read

Scimplify raises $25M to challenge China’s grip on critical materials with AI

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Tripling to a $200M run rate while raising only $25M says the AI story here is leverage on an already working materials supply business, not a bet on speculative tech. If you rely on critical inputs, start mapping which suppliers are using AI to derisk sourcing and pricing power — those are the ones that may actually bend your cost curve.

Startups & Venture

Uvi raises $7.5M to give AI agents the company context they lack

Capital is flowing into the glue layer between generic agents and messy enterprise reality — Uvi’s $7.5M seed on "company knowledge for agents" is another bet that context orchestration becomes its own category. Before you build this in-house, assume you’ll be choosing between vendors that own the knowledge graph, permissions, and routing logic for your agents, and design your data model so you can swap that layer later.