DOVA: Deliberation-First Multi-Agent Orchestration for Autonomous Research Automation

Researchers introduce DOVA (Deep Orchestrated Versatile Agent), a multi-agent AI platform that improves research automation through deliberation-first orchestration and hybrid collaborative reasoning. The system reduces inference costs by 40-60% on simple tasks while maintaining deep reasoning capabilities for complex research requiring multi-source synthesis.

• →DOVA introduces deliberation-first orchestration where meta-reasoning precedes tool invocation for better decision-making.
• →The platform uses hybrid collaborative reasoning with a three-phase pipeline combining ensemble diversity and iterative refinement.
• →Adaptive multi-tiered thinking reduces inference costs by 40-60% on simple tasks while preserving complex reasoning capacity.
• →The system addresses limitations of single-agent systems in complex research tasks requiring multi-source synthesis.
• →Architectural ablation study across seven configurations demonstrates improved answer confidence and source coverage.