Oracle Fusion Agentic Applications Split LLM Reasoning From Exact Computation

Oracle detailed the architecture behind its Fusion Agentic Applications, launched in March 2026: LLMs handle reasoning and planning while deterministic enterprise software handles computation and transactions. The hybrid design delivers auditable, exact results where all-LLM pipelines are error-prone and too costly at enterprise scale.

• Platform launched in March 2026 with 22 apps across finance, HR, supply chain and CX
• LLMs handle reasoning and planning; deterministic software handles calculations and transactions
• In July Oracle opened its AI-native builder to pro-code developers and coding agents
• Nucleus Research: native integration cuts integration burden and speeds AI time-to-value