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For CIOs, this creates an additional governance responsibility because if the models are incomplete or outdated, AI-generated insights could still be inconsistent or misleading, while expanding the layer across business functions could require sustained work from data teams to model and validate new metrics and relationships, Jena added.
For the Business Simulation Engine, meanwhile, the challenge will lie in how well it fits into existing enterprise workflows, supports established planning processes, and integrates with systems already in use, particularly as Oracle competes with dedicated planning platforms such as Anaplan, OneStream, and SAP Analytics Cloud, Jain pointed out.
The expanded Iceberg support, too, comes with caveats around data portability and vendor lock-in.
