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

Startup Spotlight: Hedgehog bets that open-source networking will power the next generation of AI clouds

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If open-source networking can make private AI data centers behave more like hyperscale clouds, the build-vs-rent decision for AI infra gets more nuanced. Infra and platform teams running serious on-prem or colo should track whether tools like Hedgehog can reduce the operational tax of non-hyperscaler environments.

Startups & Venture

InstaLILY, which develops AI agents to automate sales, operations, and service workflows, raised a $60M Series B led by Energize Capital

Agentic AI is moving from experiments to funded line-of-business automation — $60M into InstaLILY for sales, ops, and service ‘teammates’ is a bet that domain-specific workflows, not generic copilots, will own the budget. If you run a revenue or CX org, you now have to decide whether to buy vertical agents like this or let internal teams build on general-purpose stacks.

Startups & Venture

A look at Founders Fund-backed State Affairs, which raised $70M and uses AI trained on reporting by its 76 staffers to power a Bloomberg Terminal-like product

Training an in-house model on 76 reporters’ work to build a Bloomberg-style terminal is a bet that proprietary, structured reporting can be monetized as a data product, not just ad inventory. If you own a niche data exhaust — legal, industrial, local, scientific — this is your prompt to price it as an AI-native terminal, not another newsletter.