Apple Chose Gemini: What It Teaches Teams Facing a Build vs Buy Decision
Apple decided to use Gemini as the foundation for its next generation of Foundation Models. The decision matters to teams weighing build against buy because even a company able to fund either route chose to concentrate control on data, orchestration and product experience.
The models run partly on-device and partly through Private Cloud Compute. Apple keeps the experience, privacy controls and request routing inside its own system while relying on an external foundation.
Where Control Remains
A founder asked us to build his proprietary AI. Before discussing models, we separated two forms of ownership: owning the weights, and owning the problem, data and rules that make the system useful. The second group was where the company could build a defensible advantage.
The orchestration layer decides which data enters, which model handles the task, what happens when a service fails and which actions require approval. That layer allows a provider to be replaced without rebuilding the product.
We have seen the opposite. One client invested in the model while neglecting messy data, exceptions and fallbacks. The model worked; the system did not.
Three Questions Before You Choose
- Is the model the product, or does it support a problem your company understands better than the providers?
- Can you replace the provider without rebuilding workflows, permissions and interfaces?
- Have you defined what data the model may receive, who approves its actions and what happens when the service fails?
The answers determine where to invest: a proprietary model, an external integration or an architecture that can use multiple providers. Before integrating, document the data, permissions, fallbacks and replacement strategy.
Related Services
If you're weighing a build vs buy decision around AI components, explore our approach to AI development in Turin. When AI needs to become part of a scalable product, the work moves into SaaS product engineering and requires a software company in Turin that can design architecture, integrations and governance.