Researchers introduce A²E (Agent Auditing Engine), an end-to-end evaluation framework for assessing LLM agent capabilities across domains, addressing the gap in systematic auditing of complex agent...
Academic researchers present A²E, a systematic evaluation framework for auditing LLM-based agents, addressing gaps in capability testing critical for enterprise AI deployments in regulated domains ...
New Accounting Graph Transformer enables joint 12-month forecasting of 13 financial KPIs from limited accounting history, addressing a core pain point for small business planning and risk workflows.
Research on role-differentiated LLM agents for audit resource allocation shows that distributing triage decisions across multiple agents can paradoxically worsen demographic bias outcomes compared ...
Research paper introduces trace-grounded parametric profiling to expose video language model failures in event counting tasks—a core requirement for automated audit and bookkeeping workflows.
arXiv paper argues top-k embedding retrieval fails on financial statements and audit reports; proposes interpretable agentic operations for structured financial document analysis.
Researchers propose interpretable agentic operations over traditional embedding-based retrieval for financial documents, showing top-k methods fail on 780-page government reports where 86.8% of con...
Academic paper proposes methods to detect errors in autonomous data analysis agents used in audits, addressing reliability gaps in unsupervised error detection systems.
Academic scoping review of 4,259 documents reveals AI audits focused on individual models miss integration risks—drawing lessons from aerospace safety-critical auditing for accounting and complianc...
Zoho Expense MCP enables AI-powered expense management through conversation, moving beyond data analysis to automate actual workflow completion for accounting teams.
German tax advisory firm HSP GRUPPE uses ChatGPT Enterprise to boost productivity and capacity in tax services, improving work quality and client delivery.
Aprio, a $681M accounting firm, expands collaboration with Fieldguide to develop role-specific AI agents for financial audits across planning, fieldwork, and reporting phases.
YC founder launches Martin, an AI-native CLI tool that unifies customer data in Jaybase for agentic CRM automation, integrating with existing bookkeeping workflows.
Blog post examines how AI agents in ERP systems should be designed to surface actionable alerts to managers while enabling specialists to investigate and resolve issues efficiently.
Guide explains how financial reporting automation integrates ERP, consolidation, and reconciliation to eliminate manual spreadsheet work and accelerate month-end closes.
Isaac Perdomo from Opzer walks accounting professionals through first-time Claude setup and use cases for automating accounting firm workflows in a 60-minute hands-on workshop.
AI is fundamentally changing which roles and tasks CPA firms need to staff, forcing practices to rethink their organizational architecture and hiring strategies.
Deloitte debuts ControlCatalyst.AI, an AI tool designed to automate risk identification and enhance audit quality through smarter insights and resource optimization.
Aprio partners with Fieldguide to integrate agentic AI into audit processes, expanding a pilot program that began in 2023 into a full platform agreement.
Snowflake introduces agentic intelligence system for contract review that detects novel clauses using semantic analysis beyond rule-based patterns, combining known-standard language detection with ...