Depending on your use case, Careertrainer.ai can be provided as a standalone white-label platform or as an integrated training component. Which option makes the most sense depends on whether you sell training, operate software, or implement it for customers.
For some partners, a complete platform under their own brand is the better choice. For others, API, SSO, or an embedded integration is key—so the conversation simulation can be built into existing LMS, HR, or academy workflows. In particular, HR software providers and system integrators usually don’t need a separate front end for end customers. Instead, they need a clean fit into existing systems, user journeys, and permission models.
What matters most: integration planning should happen early, because it directly affects rollout, data flows, the depth of branding, and your internal project setup. If you already have a platform, embedded is often the right approach. If you want to launch a new offering under your own brand, a full platform is usually the clearest path.