Sakana AI launches Aquarium agent platform for enterprise decisions
The ontology layer plus human-approval workflows targets the gap between model performance and enterprise readiness, packaging what was previously bespoke per-project work into a reusable base. Enterprises considering agentic deployments with audit and approval requirements can compare Aquarium against platforms like Palantir Foundry's agent offerings. Sakana AI, the Tokyo-based lab behind the AI Scientist, is extending from research into enterprise tooling.