With 2025 winding to a close, we've been reflecting on what we’ve learned and done this year. Across hundreds of customer conversations this year, the themes have been remarkably consistent. Whether speaking with digital natives operating at massive scale or public-sector organizations modernizing legacy environments, the core message was the same: cloud complexity has caught up with everyone.

The first theme was sprawl. Most organizations now run across multiple public clouds, private environments, and emerging GPU platforms. Each brings its own APIs and operational assumptions. Many customers told me they’ve successfully automated parts of their estate, but the overall environment still feels fragmented.

Operations leaders often tell us, in so many words:

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