Aprio partners with Fieldguide to build AI agents for audit workflows
Aprio, a $681M accounting firm, expands collaboration with Fieldguide to develop role-specific AI agents for financial audits across planning, fieldwork, and reporting phases.
The Wire — Page 19
Video Language Models Struggle With Event Bookkeeping in Controlled Benchmarks
Research paper introduces trace-grounded parametric profiling to expose video language model failures in event counting tasks—a core requirement for automated audit and bookkeeping workflows.
6 more from arXiv: AI + Accounting
Researchers propose agentic retrieval for financial documents over traditiona...
arXiv paper argues top-k embedding retrieval fails on financial statements and audit reports; proposes interpretable agentic operations for structured financial document analysis.
Agentic AI beats vector search for parsing financial statements and audit rep...
Researchers propose interpretable agentic operations over traditional embedding-based retrieval for financial documents, showing top-k methods fail on 780-page government reports where 86.8% of con...
Research Framework for Auditing Autonomous Analysis Agents
Academic paper proposes methods to detect errors in autonomous data analysis agents used in audits, addressing reliability gaps in unsupervised error detection systems.
Scoping Review Finds System Integration Critical Gap in AI Audits
Academic scoping review of 4,259 documents reveals AI audits focused on individual models miss integration risks—drawing lessons from aerospace safety-critical auditing for accounting and complianc...
FinReportBench: New benchmark evaluates LLM quality for institutional financi...
Researchers introduce FinReportBench, an expert-grounded benchmark measuring LLM-generated financial report quality for institutional use, identifying gaps in identity, compliance, sourcing, and vi...
Framework enables LLM agents to evolve audit skills while maintaining compliance
FRAMES framework helps LLM agents improve at policy-bound tasks like document auditing by evolving skills from existing assets while preserving auditability and rule consistency—addressing the chal...
Financial Reporting Automation Connects ERP Layers Into Single Workflow
Guide explains how financial reporting automation integrates ERP, consolidation, and reconciliation to eliminate manual spreadsheet work and accelerate month-end closes.
AI verification tax consumes 15+ hours weekly for half of finance pros
Study reveals accounting firms investing in AI spend 15-30+ hours weekly verifying AI work, contradicting job-loss narratives and highlighting hidden compliance costs of automation.
Deloitte launches ControlCatalyst.AI for audit risk identification
Deloitte debuts ControlCatalyst.AI, an AI tool designed to automate risk identification and enhance audit quality through smarter insights and resource optimization.
1 more from CPA Practice Advisor
Aprio and Fieldguide deploy agentic AI to transform audit workflows
Aprio partners with Fieldguide to integrate agentic AI into audit processes, expanding a pilot program that began in 2023 into a full platform agreement.
Snowflake deploys agentic AI for automated contract review
Snowflake introduces agentic intelligence system for contract review that detects novel clauses using semantic analysis beyond rule-based patterns, combining known-standard language detection with ...
Building an AI accounting document agent from scratch
Live coding session demonstrates building an AI agent to automate invoice, receipt, and statement processing—extracting client data, filing documents, and chasing missing information.
UK accounting firm reimagines partnerships for AI-native era
Part 9 of 'The Self-Improving Firm' series explores how a traditional Top 50 accounting firm could be restructured around AI automation, questioning traditional partner roles and firm economics.
AP automation ERP integration patterns compared: native APIs vs middleware vs...
Stampli breaks down how AP automation platforms connect to ERPs via native APIs, third-party middleware, or flat files—each affecting data visibility, error handling, and implementation responsibil...
Ex-Deloitte auditor open-sources SOC 2 compliance framework for AI
Former Deloitte auditor releases open-source SOC 2 methodology, enabling AI companies to self-audit and streamline compliance — bridging audit expertise with AI accessibility.
AI agents reshape finance intelligence beyond dashboards
Auditoria.AI argues traditional BI stacks force humans to ask questions first; agentic AI can reason through financial data autonomously, shifting finance from reporting to analysis.
MoneyCo launches coding agent for multi-account bookkeeping
YC-backed MoneyCo uses AI agents to automate bookkeeping across QuickBooks and Xero accounts, solving LLM math errors and API brittleness that accountants face with existing tools.
AppZen launches AI trust assurance program for finance agents
AppZen CTO unveils four-point AI Trust & Assurance Program designed to ensure trustworthiness and compliance of AI agents operating in financial processes like expense management and audit.