Teams switch for broader capabilities and easier integration. Gain: GPT-4o for general tasks, better creative output, larger ecosystem, simpler APIs. Trade-off: higher costs for retrieval-heavy workloads, less enterprise focus.

Enterprise teams switch for better reasoning and safety. Gain: superior reasoning quality, massive context window, strong safety alignment. Trade-off: less RAG optimization, different pricing model.

AWS customers switch for unified model access. Gain: single access point to multiple AI providers including Cohere, native AWS integration, simplified billing. Trade-off: added abstraction layer.

Google Cloud customers switch for no-code options. Gain: no-code and code-first approaches, native GCP integration, managed infrastructure. Trade-off: Google ecosystem lock-in.

Customer service teams switch for plug-and-play solution. Gain: works with existing Intercom, no engineering required, immediate deployment. Trade-off: less customization, limited to support use case.