The Bring Your Own Orchestration capability in Amazon Nova Forge lets developers run custom reward logic in their own environments. This solves the difficulty of designing rewards for complex, multi-turn agentic tasks. A serverless option is also available. Practitioners can now define specific outcome goals without managing the underlying rollout coordination.