The 99.9% availability target is supported by architectural choices designed to prevent and recover from failures:
AI Services and Availability
If your packaged app includes AI-powered features like predictive scoring or text generation, those features are built as independent services that operate separately from the core platform. Each AI service has its own monitoring and can experience availability issues independent of the main system.
This isolation is intentional. If an AI service becomes unavailable, your app and your subscribers' workflows continue operating normally. They can create records, update data, and trigger automation without waiting for AI services to recover. The AI features become unavailable, but the app does not stop functioning. This architectural choice means reliability issues in one AI service do not cascade into failures elsewhere on the platform. The 99.9% availability target applies to the core platform. AI services add capabilities on top of that baseline and have their own health checks and monitoring.
Your App and Availability
The 99.9% availability guarantee covers both sides of your work as a developer - your development experience in the Developer Console and the runtime experience of your subscribers using your packaged app.
Vertical Studio Developer Console: When you create, test, and publish your packaged app, you work within an environment protected by the availability guarantee.
Subscriber organizations: When your subscribers install and run your app in their organizations, they receive the same level of protection.
Both environments rely on the same redundant data centers and failover systems. Any scheduled maintenance is announced 48 hours in advance and affects both your console access and subscriber operations across all data center regions. This means you can confidently build features and publish updates knowing that the platform supporting both development and production has predictable reliability characteristics.