ModelsMay 20, 2026InfoQ AI/ML/Data Engineering

Presentation: The AI Gateway: Scaling Centralized Inference Across Decentralized Teams

Meryem Arik discusses why modern engineering teams face "inference chaos" and how AI model gateways provide a critical control layer. She explains the balance between empowering decentralized teams to choose the best models and maintaining centralized oversight for security, RBAC, and cost control. Explore open-source

Key takeawayThis matters because new AI product releases can quickly influence user expectations and market direction.

Meryem Arik discusses why modern engineering teams face "inference chaos" and how AI model gateways provide a critical control layer. She explains the balance between empowering decentralized teams to choose the best models and maintaining centralized oversight for security, RBAC, and cost control. Explore open-source Read the original source