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Source: [Hacker News](https://time.com/collection/best-inventions/2026/apple-iphone-duo/)
Most engineering teams capable of building an internal AI knowledge system think they should. But six months later, it's a platform team's full-time job. Building an in-house AI context layer costs more money and energy than you think.
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The funding comes as Ramp's annualized revenue crosses $2B, and its customer count reaches 85,000.
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