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Artificial intelligence (AI) amplifies whatever sits underneath it. Clean data gets more useful. Messy data gets confidently wrong. Nonprofits, therefore, need the following AI readiness protocols more than ever.

Year-round readiness produces a faster audit and a lower fee, which is what most clients notice first. The larger benefit is that the same discipline gives leadership reliable numbers sooner.

The right questions help audit committees look beyond financial statements and consider the long-term health, sustainability and resilience of the organization. Strong governance is not built solely on oversight.

CPAs by definition live by a promise to bring their current knowledge, sound judgment and ethical leadership to their jobs every day. As the accounting and finance function evolves, fulfilling that promise requires a rethink of how CPAs learn throughout their careers.

No one can assume that everything AI produces is correct. Someone still has to review the facts and realize it is only a starting point. AI by itself is neither a superpower nor a minefield. The difference is how it is used.