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Every enterprise has a backlog of work that never gets done: Java 8 to 17 migrations, Python 2 to 3 upgrades, CVE remediation across hundreds of repos, tech debt that's been accumulating for years. This work sits there because it's organizational-scale—it can't be solved one developer at a time. Ona deploys AI software engineers that tackle this work autonomously. Each AI engineer runs in its own secure, ephemeral environment inside your VPC—think of it as giving every AI a fully-configured corporate laptop in the cloud. They have access to your systems, databases, and tools, but your code never leaves your network. These AI engineers work 24/7, executing complete workflows from ticket to pull request across hundreds of repositories in parallel. They handle the work developers hate—migrations, dependency management, compliance automation—while your team focuses on what matters. When the AI is done, your engineers review and merge. That's it.