New benchmark measures AI agents on real-world accounting workflows

Structured Protocol Enables Auditable Agent-to-Agent Alpha Discovery

HQ arXiv: AI + Accounting arXiv · 11d ago · 1 min read

Researchers propose VST, a typed messaging protocol for AI agents that creates verifiable, replayed audit trails in financial alpha discovery workflows, addressing traceability gaps in LLM-based mu...

AnalysisBank: Expert Pattern Library Automates Financial Report Generation

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

Researchers propose AnalysisBank, an AI pattern library that generates financial reports by retrieving expert analytical moves matched to data signals, shifting automation from structural templates...

Oculi converts natural language to automated credit risk analysis for financi...

HQ arXiv: AI + Accounting arXiv · 20d ago · 1 min read

Researchers introduce Oculi, an agentic conversational platform that automates credit risk analysis by translating natural language queries into SQL, statistical tests, and visualizations—reducing ...

Reinforcement Learning with Task Expertise Improves Text-to-SQL Performance

HN: Accounting & AI HN · 21d ago · 1 min read

Research shows combining reinforcement learning with domain expertise improves text-to-SQL accuracy, with potential applications for automating SQL-based financial data extraction in accounting sys...

Multi-agent AI system beats RAG for tax-loss harvesting recommendations

HQ arXiv: AI + Accounting arXiv · 24d ago · 1 min read

Researchers compare deterministic capital gains engines vs. RAG-augmented systems in multi-agent financial advisory, finding structured computation outperforms retrieval for personalized tax optimi...