New benchmark tests AI agents on realistic spreadsheet workflows for finance

Neurosymbolic AI System Bridges Rigid Processes and Adaptive Reasoning for En...

arXiv: AI + Accounting arXiv · 10d ago · 1 min read

VADAOrchestra combines symbolic logic with LLM-based reasoning to enable adaptive business workflows that maintain auditability—addressing a key gap for regulated industries like accounting and fin...

Multi-agent pipeline brings auditable AI to financial chart analysis

HQ arXiv: AI + Accounting arXiv · 13d ago · 1 min read

AgentFinVQA combines on-premise deployability with auditability for financial chart QA, addressing regulated auditors' need for explainable AI without accuracy compromise.

Green SARC framework controls costs and emissions in agentic AI systems

arXiv: AI + Accounting arXiv · 17d ago · 1 min read

Researchers propose Green SARC, a governance framework that enforces financial and environmental cost controls within agentic AI loops before execution, addressing runaway spending in multi-agent s...

AuditFlow: Multi-Agent Framework Automates Structured Financial Audit Verific...

HQ arXiv: AI + Accounting arXiv · 29d ago · 1 min read

Researchers propose AuditFlow, a graph-grounded multi-agent AI system that automates financial audit verification by linking reported facts to taxonomy concepts and recomputing values against audit...

Financial LLM Agents Need Better Memory to Handle Market Complexity

HQ arXiv: AI + Accounting arXiv · 1mo ago · 1 min read

Researchers propose an interaction-native knowledge system for financial AI agents that retain user context, preferences, and market assumptions to reduce errors and improve auditability in trading...