Rillet partners with EY on AI-native finance transformation platform

Rillet and EY announce alliance to deliver AI-native finance solutions with built-in risk and controls, positioning the Big 4 firm to offer automated financial transformation to enterprise clients.

AppZen shifts AI pricing from tokens to fixed credits for CFO cost predictabi...

AppZen replaces variable token-based AI costs with fixed agent credits to give CFOs predictable, auditable automation costs in finance workflows.

Digits bets revenue on AI automation performance for accounting firms

Digits launches outcome-based pricing tied to 95%+ automation rates, charging accounting firms only when AI achieves zero-touch transaction processing—shifting vendor accountability from capability...

Most "AI" in accounting software overstates actual capabilities

Critical analysis exposes AI-washing in accounting software market, where vendors overstate automation capabilities and AI sophistication beyond what products actually deliver.

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Most accounting software's AI claims are overblown, analysis shows

Accounting software vendors widely use "AI-washing" to market features that aren't truly intelligent automation, raising questions about what's actually driving vendor claims.

Research: New Method Audits LLM Agent Skills for Reliability

Semia framework uses constraint-guided synthesis to audit LLM agent skills—hybrid code-prose configurations—addressing blind spots in conventional static analyzers when agents execute financial or ...

2 more from arXiv: AI + Accounting

New benchmark tests AI agents on evolving accounting workflows

Claw-Eval-Live introduces a live benchmark for evaluating LLM agents performing real-world accounting and business tasks across multiple software tools, addressing limitations of static benchmarks.

Developer builds full accounting system with Claude AI in weekend

A single developer created Tidwell, a double-entry accounting system using Claude AI and SQLite that replicates QuickBooks core features like receipt categorization and transaction logging, challen...

Zoho Books launches AI-powered MCP for accounting automation

Zoho Books introduces Model Context Protocol (MCP) integration to bring agentic AI capabilities to accounting workflows, enabling AI-powered automation for finance tasks.

Sage and AWS Partner to Embed Agentic AI in SMB Financial Workflows

Sage and AWS expand partnership to integrate agentic AI into cloud-based accounting tools for SMBs, accelerating digital transformation across financial workflows.

2 more from CPA Practice Advisor

Benchmark tests LLM accuracy for structured accounting outputs

New benchmark evaluates LLM reliability for deterministic tasks like invoice extraction and transcript parsing—critical for automation workflows in accounting and bookkeeping.

Data Entry Tax Eroding Accounting Firm Margins as Automation Lags

Suralink argues that manual data entry tasks are consuming accounting firm resources and margins, framing automation and AI as critical solutions to reclaim profitability.

AI agents reshape CPA firm operations with autonomous workflows

Accounting Today columnist explores how agentic AI systems—capable of independent action beyond question-answering—will fundamentally transform workflows and staffing at CPA firms.

1 more from Accounting Today

AICPA and CIMA launch AI Accelerator Skills Program for accounting professionals

AICPA and CIMA debut globally available AI Accelerator Skills Program to train accounting professionals in AI adoption, leadership, and governance frameworks.

1 more from Inside Public Accounting Blog

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