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Fireworks AI VP says on-prem AI can waste GPU spend as managed inference grows
2026-11-07•SiTech AI Team

Fireworks AI VP says on-prem AI can waste GPU spend as managed inference grows

Fireworks AI supports on-prem AI but VP Rob Ferguson says economics favor managed inference, citing idle GPU costs, model routing, caching, data value and speed.