Retrospective analysis of privacy-aware Codabench competition on multi-agent orchestration for asset operations shows how hidden evaluation metrics shaped winning approaches in industrial accountin...
Researchers propose DPA-GRPO, a paired-action training method to make LLMs more reliable for structured accounting workflows like form filling and compliance checking by ensuring outputs are locall...
Academic paper proposes anytime-valid statistical guarantees for adaptive auditing of generative AI systems, addressing the bottleneck of costly manual annotation in characterizing AI failure modes.
Researchers release AuditRepairBench, a 576K-cell corpus revealing how evaluator configurations cause AI repair leaderboards to reorder, addressing methodological failures in agent-based accounting...
Grant Thornton launches gtap, a cloud-based audit platform embedding AI and automation across the audit lifecycle to standardize data ingestion, transformation, and analysis for its U.S. Audit & As...
iplicit's May 2026 update adds AI Detect for real-time transaction monitoring and anomaly flagging, plus VAT compliance automation and improved AP supplier matching for mid-market finance teams.
Sage launches new AI-powered developer tools and commercial offerings to help partners build and scale solutions across its accounting platform ecosystem.
Top 10 accounting firm Grant Thornton unveiled gtap, an in-house audit transformation platform designed to modernize audit execution and efficiency.
Optro, the cloud audit and compliance platform (formerly AuditBoard), acquired Midship, an AI-native SOX automation solution, expanding its audit automation capabilities.
Digits, an AI-native accounting platform, unveiled Digits Schedules, which automatically detects, generates, and manages accrual accounting supporting schedules within the ledger.
Fieldguide's Field Agents AI platform achieves AIUC-1 certification from the Artificial Intelligence Underwriting Company, signaling third-party validation for agentic AI in audit and advisory serv...
Campfire introduces an AI-powered accounting intelligence system targeting manual transaction categorization and reconciliation—core pain points for controllers during month-end close.
AI agents designed for financial tasks like trading and auditing are failing most real-world Wall Street tests, revealing significant gaps between hype and practical performance.
Startup Rival AI unveils agentic AI system to automate manual regulatory compliance work for critical infrastructure, using chat interface and aggregated regulatory corpus.
Former accounting firm engineer launches Statewright to solve AI agent brittleness through state machine design, targeting autonomous workflows in accounting and beyond.
Aqilla introduces E2D, an AI-powered invoice automation tool that converts supplier invoices into accounts payable-ready data directly within accounting software.
Digits launches automated schedule management moving fixed assets, prepaid expenses, and journal entries from spreadsheets into the ledger itself.
A one-person Richmond, Virginia tax firm spends 70% of its tech budget on AI to automate prep work, reviewing rather than preparing returns—and KPMG exits federal audit practice after DoD contract ...
Sage's leadership warns that accountants demand transparency and explainability in AI tools—black-box systems will fail to gain adoption in accounting practices.
Critical analysis of how accounting software vendors misuse and exploit the term 'AI agents,' calling out confusion between true autonomous agents and basic automation—essential reading for buyers ...