Gaapio Blog

Technical accounting research has always been slow — not because accountants are slow, but because the tools are. AI is changing that by compressing the research phase so professionals can spend more time on the judgment that actually matters.

ASC 606's five-step model sounds clean, but applying it to real contracts is where the hard questions live. Here's where AI earns its keep in revenue recognition work — and where it still falls short.

The most common technical accounting errors aren't caused by not knowing the standards — they're caused by process gaps. Here are six mistakes that show up again and again, and how to prevent them.

ASC 842 isn't a one-time adoption — it's ongoing compliance work. Here's where AI fits into the lease accounting workflow, what it handles well, and what still requires human judgment.

COSO's first formal guidance on AI internal controls changes the question the profession is asking — from "can AI do this work?" to "how do we know we can trust it?" A practical breakdown of the framework, its gaps, and a checklist for evaluating AI outputs.

Step-by-step guide to creating documentation that auditors love. Reduce review notes and build confidence in your technical accounting positions.

Navigate the complexities of revenue recognition and avoid these frequent mistakes in your accounting memos. From contract identification to variable consideration, we cover what matters most.

How leading companies are restructuring their accounting teams to leverage AI and automation while maintaining technical excellence and audit quality.

Explore the impact of artificial intelligence on accounting workflows and documentation processes. See how modern tools are helping CPAs focus on high-value advisory work.

A deep dive into lease modification accounting under ASC 842. Learn when to reassess versus when to treat as a new lease, with practical examples.

AI can draft a technical memo in minutes — but knowing how to evaluate that draft is the skill that separates using AI effectively from signing off on something you shouldn't. A five-step review framework for close season.

Not all AI tools are built for judgment work. This post breaks down what makes technical accounting different from other knowledge work — and the specific questions you should ask before trusting any AI tool with it.

In early 2026, COSO published "Achieving Effective Internal Control Over Generative AI" — the first formal guidance applying the COSO Internal Control–Integrated Framework to GenAI. This post explains what the framework covers, what it gets right, where the practical gaps are for individual accountants, and how to use it as a lens for evaluating AI tools and your own AI workflow.