Our team publishes what we learn as we bring AI into accounting in a responsible way. These papers are written to educate and help you understand why the standard cannot slip. Consolidating your firm is a data decision, and the timing of that choice compounds for years.
Delaying a decision to move a firm into AI infrastructure carries a cost that compounds. Accounting is cyclical, and most clients are worked on once a year. This means every month a firm delays its AI journey creates a compounding effect on the effectiveness of its future model output.
Human oversight of AI in regulated work: reinforcement learning from expert feedback, structured data, and a confidence-gated verification model that keeps a licensed professional accountable until the machine earns its autonomy.