Researchers propose harness-engineering framework that transforms prototype LLM applications into traceable, auditable agent architectures with deterministic behavior, source boundaries, and reprod...
New research paper introduces CAGE-1 evaluation framework for auditing autonomous AI agents in enterprise workflows, addressing control, authorization, policy compliance, and accountability challen...
TaxCalcBench, a new open-source evaluation framework, measures whether AI agents can accurately complete tax filing tasks—addressing a critical gap in benchmarking AI for accounting workflows.
Developer argues that AI agents in production accounting systems require enterprise security controls—SSO, detailed audit logs, and role-based access—not just functional prototypes.
Developer tools for recording and auditing AI agent behavior reach 440+ GitHub stars, enabling compliance-ready audit logs of autonomous system actions.
Xero launches certified integration with PaperLess to automate accounts payable workflows, eliminating manual invoice processing for accounting teams.
Xero's new agentic platform JAX automates book reconciliation and accounting tasks for small business, marking the company's shift into autonomous AI agents for its 5M users.
SAP, Oracle, Workday, and Microsoft are rolling out AI agents across finance workflows, raising questions about control, auditability, and the need for independent oversight mechanisms.
Ernst & Young is scaling AI deployment across tax preparation to improve efficiency, but the firm is being transparent about where AI still falls short.
IRS modernization with AI automation is changing how tax returns are reviewed and compliance managed, prompting small accounting firms to adapt their practices and client service models.
AuditFile expands its agentic audit suite with e-signature capability, enabling engagement and rep letters to move from draft to signed, certified filing without leaving the platform.
Wesley officially launches AI-powered bookkeeping automation platform targeting U.S. CPA firms and accounting practices serving small businesses.
Tax professionals' AI adoption for research jumped to 60% weekly use in 2026, but the trend has a dark side: employees are using AI to fabricate expense receipts, a phenomenon called 'revenge spend...
ContNews hosts discussion on automating accounting workflows (SPED filings, nota fiscal, livro caixa) using AI agents, with developer Roberto Dias Duarte demonstrating agentic AI for code review in...
Roberto Dias Duarte demonstrates how AI agents can automate Brazilian accounting tasks (SPED, nota fiscal, livro caixa) while keeping humans in command—not the reverse—showing real examples of code...
Brazilian accounting firm leaders discuss how AI agents and LLMs can help tax professionals navigate the upcoming tax reform without getting overwhelmed, emphasizing the importance of agentic AI ov...
Live discussion on how Brazilian accounting firms can leverage AI agents to handle complexity from upcoming tax reform while maintaining ROI and avoiding common pitfalls of misapplied large languag...
Former PwC partner Karl Paadam argues AI will automate bookkeeping and reconciliation, leaving trust and relationships as accounting's true competitive advantage.
Chicago accounting firm Sikich ($438.9M revenue) partners with Basis to integrate AI-powered automation into client accounting services, covering month-end closing, transaction processing, and reco...
YC-backed Parsewise debuts API that transforms unstructured documents into schema-compliant data with lineage tracking, targeting use cases where LLMs struggle with scale and cost.