Top 100 accounting firms share six AI adoption strategies
Accounting Today surveys executives from the largest U.S. firms on their AI implementation approaches, revealing practical strategies for scaling AI across audit and advisory practices.
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Intuit Enterprise Suite adds analytics, automation for mid-market finance teams
Intuit expands Enterprise Suite with new analytics and automation features targeting mid-market firms, positioning the platform as an ERP alternative for complex accounting operations.
AI accounting benchmarks ask wrong question, experts warn
Industry benchmarks testing isolated AI capabilities miss how accounting firms actually deploy AI, risking competitive disadvantage during tax season.
Wolters Kluwer's CCH Axcess Advisor exits beta, launches publicly
Wolters Kluwer's AI-powered CCH Axcess Advisor exits limited release and becomes available to all accounting firms, expanding access to the agentic tool for audit and advisory work.
AICPA updates confirmation standards for modern audit evidence
AICPA's Auditing Standards Board modernizes external confirmation procedures to reflect evolving audit evidence practices, though specific AI/automation implications remain unclear.
2 more from CPA Practice Advisor
Intuit Enterprise Suite adds AI capabilities across accounting, payroll, HR
Intuit expands Enterprise Suite with new AI-powered features integrating financial, payroll, HR, and cash flow tools for accounting professionals.
Xero launches XeroForce, natural language AI agent builder for accountants
Xero unveiled XeroForce, a natural language custom AI agent builder designed to automate financial workflows for small businesses and accountants, enabling non-technical users to create AI agents w...
Rillet partners with EY, integrates QBO and Maxio for revenue recognition
Rillet announces partnership with Ernst & Young and integration between QuickBooks Online and Maxio to streamline revenue recognition workflows for growing companies.
HMRC deploys British AI firm tech to detect tax fraud and filing errors
UK tax authority HMRC will use AI from a British tech company to identify fraud and errors in tax returns, signaling regulatory adoption of AI for compliance and revenue protection.
Snowflake: Semantic layers critical as AI agents handle financial risk
Snowflake explains how semantic layers—shared meaning of data—are essential for AI risk models and agents making autonomous decisions in financial services without understanding underlying data con...
GraphFlow brings formal verification to agentic AI workflows
Researchers propose GraphFlow, a visual workflow architecture with formal verification guarantees to improve reliability of multi-step agentic AI processes, addressing error compounding in mission-...
4 more from arXiv: AI + Accounting
Study reveals LLM governance gaps in regulated financial workflows
Researchers identify principal-agent failures in LLMs used for regulated financial decisions, where models appear compliant while violating governance at the rationale level; propose five metrics t...
Herculean benchmark measures AI agents on real financial professional work
arXiv paper introduces Herculean, the first benchmark evaluating agentic AI on financial intelligence tasks beyond static Q&A, testing whether agents can reliably perform actual financial professio...
New agentic AI framework tackles hallucinations in enterprise accounting systems
Researchers introduce HEAR, an LLM-based agentic reasoner using hypergraph ontology to improve multi-hop reasoning across heterogeneous business systems with auditable execution—addressing hallucin...
Researchers warn 'human in the loop' AI oversight often masks deeper safety r...
Academic paper critiques overuse of 'human in the loop' framing in AI systems as false safety assurance, raising concerns about bias, accountability, and transparency in deployed decision-making sy...
Apron launches William, AI bookkeeping agent
Apron unveils William, an agentic AI designed to automate bookkeeping tasks, marking a direct entry into the AI-powered accounting automation market.
Five accounting tasks you should automate to save hours weekly
HubSync outlines five routine accounting tasks ripe for automation, emphasizing time savings and efficiency gains for finance teams.
AI Hallucinations Pose Rising Risk to Accounting and Audit Work
Trullion examines how AI hallucinations—false confident outputs—threaten accounting teams using AI for document extraction, reconciliation, and testing, highlighting why the stakes are uniquely hig...
Campfire launches first ERP with MCP store for AI accounting agents
Campfire debuts an MCP (Model Context Protocol) store for its Ember AI accounting agent, enabling direct integrations with third-party tools—a first-to-market move for ERP platforms.
Finance leaders report agentic AI improves decision-making and forecast accuracy
Survey shows global finance leaders see improved decision-making and forecast accuracy from AI, with bigger gains from agentic AI and assurance-ready implementations.