Open-source benchmark tests AI's ability to file taxes
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.
The Wire — Page 19
1 more from HN: Accounting & AI
Production AI Systems Need SSO, Audit Logs, RBAC Beyond Prototyping
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.
Xero and Wagepoint deepen payroll-accounting integration for Canadian small b...
Xero and Wagepoint expand their integration to eliminate duplicate payroll data entry between systems, reducing manual reconciliation work for Canadian SMBs.
2 more from Xero Blog
Xero launches agentic AI platform JAX for automated bookkeeping
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.
Xero launches Partner Hub with AI finance assistant JAX
Xero rolled out Partner Hub for UK accounting partners, centralizing client data and integrating JAX, an AI finance assistant, to streamline practice workflows.
Xero Integrates PaperLess for Automated Accounts Payable Processing
Xero launches certified integration with PaperLess to automate accounts payable workflows, eliminating manual invoice processing for accounting teams.
Enterprise vendors embed autonomous AI in finance—but oversight lags
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.
1 more from MindBridge Blog
MindBridge files formal comments with PCAOB on AI audit standards
AI audit vendor MindBridge submitted formal comments to the PCAOB on strategic priorities for AI governance in audit, positioning itself as thought leader on regulatory frameworks for AI-assisted a...
MYCPE ONE launches AI wallet to automate CPE compliance tracking
MYCPE ONE released a free AI-powered CPE wallet to help accounting professionals automatically track and document continuing education credits, addressing the compliance documentation gap.
2 more from CPA Practice Advisor
AuditFile adds e-signatures to agentic audit platform
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 launches AI bookkeeping platform for CPA firms
Wesley officially launches AI-powered bookkeeping automation platform targeting U.S. CPA firms and accounting practices serving small businesses.
EY expands AI for tax preparation while acknowledging limitations
Ernst & Young is scaling AI deployment across tax preparation to improve efficiency, but the firm is being transparent about where AI still falls short.
1 more from Accounting Today
AI-driven IRS reshapes tax compliance for small accounting firms
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.
AI-Generated Receipt Fraud Surges as Tax Pros Embrace AI Research Tools
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...
CA Naveen Ajmera discusses AI adoption in accounting practice
Chartered accountant and technology expert Naveen Ajmera discusses AI applications for accounting professionals in a moderated CA Speakers Forum session, covering adoption challenges and practical ...
3 more from YouTube: AI Accounting
Accounting firms evolve into software-driven enterprises with AI
Roberto Dias Duarte argues accounting firms are converging with software companies as AI enables service providers to adopt software-like operations and anyone can build software with proper method...
Brazilian accountants explore AI automation for SPED, invoices, and cash books
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...
Brazilian accounting firm automates SPED, invoices, and cashbooks with AI agents
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...
CAGE-1 framework evaluates control and governance in enterprise AI agents
New research paper introduces CAGE-1 evaluation framework for auditing autonomous AI agents in enterprise workflows, addressing control, authorization, policy compliance, and accountability challen...
PwC Estonia Partner Returns to Accounting With Human-First Vision Amid AI Dis...
Former PwC partner Karl Paadam argues AI will automate bookkeeping and reconciliation, leaving trust and relationships as accounting's true competitive advantage.