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.
Guide explains how financial reporting automation integrates ERP, consolidation, and reconciliation to eliminate manual spreadsheet work and accelerate month-end closes.
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 ...
Live coding session demonstrates building an AI agent to automate invoice, receipt, and statement processing—extracting client data, filing documents, and chasing missing information.
Part 9 of 'The Self-Improving Firm' series explores how a traditional Top 50 accounting firm could be restructured around AI automation, questioning traditional partner roles and firm economics.
Former Deloitte auditor releases open-source SOC 2 methodology, enabling AI companies to self-audit and streamline compliance — bridging audit expertise with AI accessibility.
Auditoria.AI argues traditional BI stacks force humans to ask questions first; agentic AI can reason through financial data autonomously, shifting finance from reporting to analysis.
YC-backed MoneyCo uses AI agents to automate bookkeeping across QuickBooks and Xero accounts, solving LLM math errors and API brittleness that accountants face with existing tools.