Benchmarking the Modern CPA Firm 2026: AI, Automation & Talent Trends | Ramp & CalCPA

A joint report from Ramp and CalCPA on how California CPA firms are adopting AI, automating the back office, and closing the talent gap — based on a survey of 400+ accounting professionals.

Key findings

AI adoption is wide but shallow. 56% of firms use generative AI tools, but only 10% have it integrated across operations — most are still piloting.

Drafting and research lead the way. Top use cases are client communication (50%), document review (47%), and tax research (46%).

Security and integration are the real barriers. Data security tops client-facing concerns (39%); training/implementation time is the top adoption barrier (31%).

Summary

In collaboration with CalCPA, Ramp surveyed 400+ California accounting professionals to find out what's really happening with AI and automation inside CPA firms — beyond the hype. The findings: firms are busier and more bullish than in years past, but talent is scarce, AI adoption is wide but shallow, and the back office is still surprisingly manual. The firms pulling ahead are the ones using automation to buy back time — then reinvesting it in advisory work clients actually value.

What you'll learn

What leading California CPA firms told us about AI adoption, talent shortages, and the shift from compliance to advisory work