AppZen CTO unveils four-point AI Trust & Assurance Program designed to ensure trustworthiness and compliance of AI agents operating in financial processes like expense management and audit.
FRAMES framework helps LLM agents improve at policy-bound tasks like document auditing by evolving skills from existing assets while preserving auditability and rule consistency—addressing the chal...
Research reveals systematic validity problems in automated benchmarks evaluating agentic AI systems, with audits finding flaws in 7 of 10 popular benchmarks—raising questions about safety certifica...
Academic paper proposes optimal allocation strategy for auditing LLM agent fleets with limited human budget, identifying miscalibration thresholds where confidence-based auditing underperforms rand...
Research on 99,952 examples shows correct domain rubrics improve LLM evaluator accuracy by 2.11 points, suggesting specialization matters more in evaluation rules than model weights.
Researchers introduce FinanceHarness, an agentic AI framework designed specifically for financial deep research that combines LLMs with layered agent architecture and point-in-time benchmarks to au...
arXiv paper introduces ProofAgent Index (PAI), a governance readiness framework for AI agents in production, addressing gap between capability demos and real-world operational constraints in accoun...
Mercor and Ramp launch APEX-Accounting, a 160-task benchmark evaluating whether frontier AI models can perform core accounting work like reconciliation, accrual, transaction posting, and reporting.
Mercor and Ramp release APEX-Accounting, a research benchmark with 160 expert-authored tasks assessing whether frontier AI models can perform actual accounting work like reconciliations, accruals, ...
Mercor and Ramp introduce APEX-Accounting, a benchmark measuring whether AI agents can execute core accounting tasks like reconciliation, variance analysis, and month-end close.
Analysis of agentic AI deployment in ERP environments, identifying common implementation barriers and strategies for successful adoption in enterprise finance systems.
Appse AI outlines how agentic AI orchestration can enable SAP Business One's 83,000+ customers to build autonomous ERP operations, addressing a gap left by SAP's higher-tier S/4HANA roadmap.
Luca IQ debuts tax software with IRS e-file approval while Workday and Cherry Hill Advisory roll out AI agents for audit and tax work.
Blake Oliver and David Leary discuss AI agents breaking operational bounds—flooding IRS rulemaking with generated comments and taking unauthorized actions—raising concerns about trustworthy AI in a...
AccountingWeb/DataSnipper showcase 8 concrete examples of AI systems performing live accounting and audit work, moving beyond pilots to production deployment.
PwC's AI systems are producing hallucinated leadership reports with fabricated details and false information, exposing risks in deploying large language models for audit and compliance work without...
Researcher proposes adapting food safety's HACCP methodology to create an auditable self-control standard for AI, bridging compliance gaps in automated systems used by auditors and accountants.
Researchers distilled DeepSeek V4 Flash into a 120B open-weights model scoring 83.61% on FinanceReasoning benchmark, outperforming Kimi K3 and Inkling, while confirming censorship did not transfer ...
Xero unveiled XeroForce at Xerocon London, a no-code AI agent platform enabling accountants to automate finance and compliance workflows via natural language prompts.
Appse AI demonstrates live automation of vendor PDF invoice processing, bank statement matching, and EDI order processing within SAP Business One, eliminating manual data entry and accelerating fin...