LLM agents need role-scoped access control to safely handle enterprise tools
Research proposes progressive skill discovery framework to govern LLM agent access to enterprise toolsets, addressing safety and compliance risks in scaled deployments.
The Wire — Page 5
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Policy-as-Skill framework enables auditable LLM decision support for complian...
Researchers introduce Policy-as-Skill, a modular runtime that packages LLM-driven policy decisions with evidence validation, version control, and audit trails—achieving 53.8% exact accuracy on 600 ...
AI agents fail consistency tests crucial for audit, study finds
Research shows AI agents return inconsistent answers 38-74% of the time on repeated tasks—a critical failure for audit and compliance. Researchers propose "skill habit formation" to improve reliabi...
AI agents reverse-engineer business rules from legacy enterprise code
Researchers propose an agentic framework that autonomously generates Business Requirements Documents by reverse-engineering source code and configuration files, reducing manual work during system m...
Avalara launches Agent Hub to automate tax and compliance workflows
Avalara Aviator AI agent cuts manual tax and compliance work from days to minutes while maintaining audit-defensible records of all actions.
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BlackLine Acquires NetNow to Boost AI-Powered Invoice-to-Cash
BlackLine's acquisition of NetNow adds agentic AI for customer onboarding and credit risk management to its invoice-to-cash platform, advancing its Financial Operations automation strategy.
PwC implements human oversight guardrails for AI audit deployment
PwC establishes control measures and human oversight for its expanding AI use in audit work, balancing automation benefits with risk management.
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Accrual launches Arc AI platform for multistep accounting workflows
Accrual releases Arc, an agentic AI platform designed to automate complex multistep accounting workflows, marking a direct application of AI agents to core accounting operations.
ApprovalMax analyzes 3M approval decisions to reveal spend control patterns i...
ApprovalMax shares data-driven insights from 3 million approval decisions across its QuickBooks Online users, revealing trends in expense control, automation adoption, and business spend management...
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ApprovalMax data: 37M decisions show how Xero users manage spend controls
ApprovalMax analyzes 37 million approval decisions from Xero-integrated businesses to reveal spending control patterns, offering insights into real-world invoice and expense automation practices.
AI doesn't fail—broken business processes do, accounting expert warns
YouTube video argues the real problem isn't AI capability but organizations adopting AI without redesigning workflows; accountants seeing 30-minute tasks still waiting days for approval discover pr...
Agentic AI reshapes compliance finance integration after decades of ERP strug...
Sovos explores how agentic AI addresses the persistent gap between finance automation and tax compliance, tackling ERP limitations and regulatory complexity that have plagued enterprises for 20+ ye...
Finance leaders shift from AI pilots to real-world deployment
Auditoria.AI's seventh annual survey finds finance organizations moving beyond experimentation into live AI deployment, with the real challenge now being implementation and change management rather...
Finance Teams Navigate Outcome-Based Pricing Rules for AI Services
Deloitte's June 2026 ASC 606 guidance on outcome-based pricing for agentic AI SaaS is forcing controllers and revenue accounting leaders to rethink revenue recognition as vendors shift to per-resul...
Xero and Anthropic explore AI's role in accounting workflows
Xero and Anthropic leaders discuss deliberate AI adoption strategies for accounting work, balancing automation capabilities with human judgment in SMB workflows.
Why Ad-Hoc AI Prompts Fail for GRC Programs
LogicGate argues that "vibe coding" GRC systems with isolated AI prompts creates compliance chaos; enterprises need integrated platforms with governed AI agents and proven audit trails.
Developer builds autonomous AI tool to handle personal tax filing
A developer created an autonomous accounting agent to automate their own tax preparation, demonstrating practical application of agentic AI to tax workflows.
Havertys expands agentic AI controls testing with Optro after four-year partn...
Furniture retailer Havertys deepens its use of Optro's agentic AI platform for autonomous audit controls testing, reducing manual auditor workload and improving testing confidence.
1 more from AuditBoard Blog
CAEs must rethink controls, skills for agentic audit era
AuditBoard explores how Chief Audit Executives must adapt internal controls, guard against "agent washing," and upskill teams as AI agents reshape audit practices.
AppZen deploys agentic AI to automate indirect tax recovery in T&E expenses
AppZen's agentic AI automates indirect tax recovery in travel and expense workflows, reducing manual auditing and preventing tax compliance leakage through intelligent expense categorization.