Outcome 04
Make the security controls work as one system.
AI architecture can quickly become a collection of gateways, model providers, local inference, identity systems, DLP tools, observability platforms, developer tools and custom integrations. Deadlights helps define how those systems should interact and where decisions belong.
Framing
Architecture domains.
- Identity and authorization
- Workload classification
- Data protection
- Model routing
- Local and private inference
- External AI providers
- Observability and SIEM
- Policy and exception handling
- Resilience and failover
- Administrative security
OUTCOME
A reference architecture and implementation sequence that reduces duplication, makes trust boundaries explicit, and gives engineering teams a clear target state.
This is the same integration surface described in the Deadlights software platform vision, delivered hands-on through the AI / LLM Architecture service.