
Inside the Perimeter: A Field Guide to Private AI Adoption
The End of the Series, the Start of the Work Across this series we have argued for a specific position. Private AI — …

Already paying for OpenAI, Anthropic, or other AI APIs? BYOK (Bring Your Own Keys) lets you use those same keys in Calliope—no double billing.
BYOK means you provide your own API keys for AI model providers:
Calliope provides the interface, tools, and governance. You provide the model access.
Cost optimization: Use existing API agreements and volume discounts.
Relationship preservation: Maintain direct relationship with model providers.
Flexibility: Switch providers without platform lock-in.
Transparency: See exactly what you’re spending on AI.
Calliope handles the interface; your provider handles the inference.
Calliope’s desktop apps (AI Lab Desktop, AI IDE Desktop) are free with BYOK:
No subscription for the app. You just pay your model provider.
BYOK also works in Calliope cloud deployments:
Your keys are protected:
BYOK gives you transparency:
Configure multiple providers:
Organization
├── OpenAI (primary)
├── Anthropic (for specific use cases)
├── Azure OpenAI (for compliance)
└── Ollama (for sensitive data)
Different models for different needs.
BYOK includes local models via Ollama:
Use local models for exploration, switch to cloud for production.
Use BYOK when:
Consider bundled when:
Setting up BYOK:
Use what you have. Pay only once.

The End of the Series, the Start of the Work Across this series we have argued for a specific position. Private AI — …

Where the Perimeter Is the Hospital Healthcare networks operate inside a perimeter, even when most administrators do not …