Blog

Insights on tax automation, the accounting pipeline, and building technology for financial professionals.

Accounting graduates have declined 30% since 2015. CPA applicants are at historic lows. The case for process automation has never been stronger.

A practitioner's perspective on building tax technology — using AI as a development accelerator, not a replacement for domain expertise.

A comparison of current K-1 processing approaches — from manual entry to ML extraction to deterministic parsing — and where the industry is heading.