Spotlight
July 9, 2025

OpenAI migration: why CTOs are switching AI platforms

Why CTOs are migrating from OpenAI to alternative platforms, citing cost savings, scalability issues, security needs, and vendor lock-in concerns. Provides migration framework and highlights AWS-based solutions.

Growing trend of enterprises migrating away from OpenAI's services to alternative AI platforms. It outlines five key drivers for migration: cost efficiency (with examples showing 65% savings), scalability and latency issues, security and compliance requirements, need for customization and robustness, and vendor lock-in concerns.

The piece provides a structured approach for CTOs to execute migrations, from discovery to continuous collaboration. It highlights companies like GoML that facilitate these transitions using AWS infrastructure, offering wider model access, enterprise controls, and better performance.

The blog positions migration not as abandoning OpenAI, but as building on more robust, scalable foundations for enterprise AI success.

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GoML

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