Retriever
Cross-document hybrid retrieval
Temporal
Temporal consistency validation
Reasoner
Chain-of-thought financial reasoning
Contradiction
Cross-source contradiction detection
Calculator
Hallucination-aware computation
Faithfulness
NLI-based attribution verification
Compliance
Regulatory compliance checking
Dashboard
Explainability spectrum assembly
Reproducibility
Reproducibility passport generation