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 20
2 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.
Open-source sandbox logs AI agent actions for audit trails
Developer tools for recording and auditing AI agent behavior reach 440+ GitHub stars, enabling compliance-ready audit logs of autonomous system actions.
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.
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...
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.
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.
3 more from CPA Practice Advisor
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.
KNAV launches in-house AI platform for audit and tax teams
KNAV, a top 300 accounting firm, debuts KNAV Tara, an AI platform built for assurance, tax, and advisory work—signaling mid-market firms' push to develop proprietary AI tools.
Xero launches AI financial superagent integration with Microsoft 365
Xero's JAX AI financial superagent now integrates with Microsoft 365 Copilot, delivering real-time financial insights directly into enterprise workflows for accounting teams.
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...
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...
1 more from arXiv: AI + Accounting
New taxonomy tackles fragmented landscape of AI audit frameworks
Eticas proposes open infrastructure for operationalizing AI audits across 74 competing risk taxonomies, moving beyond naming risks to executing measurable, defensible tests against real systems.
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...
2 more from YouTube: AI Accounting
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...
Tax Reform, AI Agents, and Accounting ROI in Brazil's Evolving Landscape
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...
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.
Sikich deploys Basis AI platform for automated month-end closing
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...