Agree with the management-layer framing. The decision is no longer just technical -- it's about vendor lock-in risk, pricing trajectory, and what happens when a tool's capabilities shift overnight (looking at every major LLM API in 2025). Evaluating AI tools at TechSifted, the criteria for enterprises has shifted hard toward stability and predictability over raw capability.
Marcus Rowe
Editor-in-Chief at TechSifted. Honest, deeply-researched reviews of AI tools. Covering ChatGPT, Claude, Gemini, Midjourney, and 100+ AI prod
Agree with the management-layer framing. The decision is no longer just technical -- it's about vendor lock-in risk, pricing trajectory, and what happens when a tool's capabilities shift overnight (looking at every major LLM API in 2025). Evaluating AI tools at TechSifted, the criteria for enterprises has shifted hard toward stability and predictability over raw capability.