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Two startups at global scale without DevOps

Leonardo.AI and Relevance AI operate at global scale without dedicated DevOps teams, reflecting a wider APAC startup trend driven by scarce infrastructure talent and rising AI investment.

Mar 19 · · primary fetch1 sourceupdated Mar 19 ·

Leonardo.AI processes more than 4.5 million images every day across cities worldwide, and Relevance AI's agents run autonomously across time zones, touching Salesforce, HubSpot, Slack, and dozens of other systems without pause. Neither company has a dedicated DevOps team. That's not an oversight. It's an operational model. The startup ecosystem in APAC is a clear example of why this model is taking hold. AI-native startups are surging across the region: over 1,000 are building in Australia alone, according to the State of Australian Startup Funding Report. Meanwhile, nearly a third of Singapore's new startups last year were focused on AI.

Billions in AI venture capital are flowing into APAC. In Australia alone, more than $1 billion was invested in AI-native startups in 2025. Singapore attracted $8.4 billion, accounting for 75% of the region's total. The money is there. The infrastructure talent is not. A single DevOps engineer in Australia costs $150K+, takes months to close, and that's only if you can find one. Sixty to 80 percent of APAC organizations report difficulty filling IT roles, according to IDC. For a 15-person startup, that math means shortening the runway by three…

read full article on vercel.com
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  1. vercel.comTwo startups at global scale without DevOpsprimary